{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "id": "zbQstV7P2jS4"
   },
   "outputs": [],
   "source": [
    "##### Copyright 2021 The Cirq Developers"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "cellView": "form",
    "id": "u5UoAtP32lRo"
   },
   "outputs": [],
   "source": [
    "# @title Licensed under the Apache License, Version 2.0 (the \"License\");\n",
    "# you may not use this file except in compliance with the License.\n",
    "# You may obtain a copy of the License at\n",
    "#\n",
    "# https://www.apache.org/licenses/LICENSE-2.0\n",
    "#\n",
    "# Unless required by applicable law or agreed to in writing, software\n",
    "# distributed under the License is distributed on an \"AS IS\" BASIS,\n",
    "# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n",
    "# See the License for the specific language governing permissions and\n",
    "# limitations under the License."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "jEkRsYCe55Hu"
   },
   "source": [
    "# Identifying Hardware Changes"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "rLJYmgQ32rDo"
   },
   "source": [
    "<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
    "  <td>\n",
    "    <a target=\"_blank\" href=\"https://quantumai.google/cirq/tutorials/google/identifying_hardware_changes\"><img src=\"https://quantumai.google/site-assets/images/buttons/quantumai_logo_1x.png\" />View on QuantumAI</a>\n",
    "  </td>\n",
    "  <td>\n",
    "    <a target=\"_blank\" href=\"https://colab.research.google.com/github/quantumlib/Cirq/blob/main/docs/tutorials/google/identifying_hardware_changes.ipynb\"><img src=\"https://quantumai.google/site-assets/images/buttons/colab_logo_1x.png\" />Run in Google Colab</a>\n",
    "  </td>\n",
    "  <td>\n",
    "    <a target=\"_blank\" href=\"https://github.com/quantumlib/Cirq/blob/main/docs/tutorials/google/identifying_hardware_changes.ipynb\"><img src=\"https://quantumai.google/site-assets/images/buttons/github_logo_1x.png\" />View source on GitHub</a>\n",
    "  </td>\n",
    "  <td>\n",
    "    <a href=\"https://storage.googleapis.com/tensorflow_docs/Cirq/docs/tutorials/google/identifying_hardware_changes.ipynb\"><img src=\"https://quantumai.google/site-assets/images/buttons/download_icon_1x.png\" />Download notebook</a>\n",
    "  </td>\n",
    "</table>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "2KEoj85SkMQ0"
   },
   "source": [
    "You've run your circuit with Google's [Quantum Computing Service](./start.ipynb) and you're getting results that unexpectedly differ from those you saw when you ran your experiment last week. What's the cause of this and what can you do about it?\n",
    "\n",
    "Your experience may be due to changes in the device that have occurred since the most recent maintenance calibration. Every few days, the QCS devices are calibrated for the highest performance across all of their available qubits and operations. However, in the hours or days since the most recent maintenance calibration, the performance of the device hardware may have changed significantly, affecting your circuit's results.  \n",
    "\n",
    "The rest of this tutorial will describe these hardware changes, demonstrate how to collect error metrics for identifying if changes have occurred, and provide some examples of how you can compare your metric results to select the most performant qubits for your circuit.\n",
    "For more further reading on qubit picking methodology, see the [Best Practices](../../google/best_practices.ipynb) guide and [Qubit Picking with Loschmidt Echoes](./echoes.ipynb) tutorial. The method presented in the Loschmidt Echoes tutorial is an alternative way to identify hardware changes."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "LX0V7ziGvBQH"
   },
   "source": [
    "## Hardware Changes\n",
    "\n",
    "The device hardware changes occur in both the qubits themselves and the control electronics used to drive gates and measure the state of the qubits. As analog devices, both the qubits and control electronics are subject to interactions with their environment that manifest as a meaningful change to the qubits gate or readout fidelity.\n",
    "\n",
    "Quantum processors based on frequency tunable [superconducting qubits](https://en.wikipedia.org/wiki/Superconducting_quantum_computing) use a [direct current (DC) bias](https://en.wikipedia.org/wiki/DC_bias) current to set the frequency of the qubits' $|0\\rangle$ state to $|1\\rangle$ state transition. These DC biases are generated by classical analog control electronics, where resistors and other components can be affected by environmental temperature changes in an interaction called thermal drift. Uncompensated thermal drift results in a change in the qubit's transition frequency, which can cause unintended state transitions in the qubits during circuit execution or incorrect readout of the qubits' state. These manifest as changes to the error rates associated with gate and readout operations.\n",
    "\n",
    "Additionally, the qubits may unexpectedly couple to other local energy systems and exchange energy with or lose energy to them. Because a qubit is only able to identify the presence of two levels in the parasitic local system, these interacting states are often referred to as [two-level systems (TLS)](https://en.wikipedia.org/wiki/Two-state_quantum_system). While the exact physical origin of these states is unknown, defects in the hardware materials are a plausible explanation. It has been observed that interactions with these TLS can result in coherence fluctuations in time and frequency, again causing unintended state transitions or incorrect readouts, affecting error rates.\n",
    "\n",
    "For more information on DC Bias and TLS and how they affect the devices, see [arXiv:1809.01043](https://arxiv.org/abs/1809.01043)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "scdu6m_klCk_"
   },
   "source": [
    "## Data Collection"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "aWqQUXKX3ssB"
   },
   "source": [
    "### Setup\n",
    "\n",
    "First, install Cirq and import the necessary packages.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "id": "zFBghsX8lClC"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[?25l   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/2.0 MB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r",
      "\u001b[2K   \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m \u001b[32m2.0/2.0 MB\u001b[0m \u001b[31m52.9 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r",
      "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.0/2.0 MB\u001b[0m \u001b[31m31.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25h\u001b[?25l   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/597.5 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r",
      "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m597.5/597.5 kB\u001b[0m \u001b[31m33.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m72.0/72.0 kB\u001b[0m \u001b[31m5.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m425.1/425.1 kB\u001b[0m \u001b[31m25.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.8/2.8 MB\u001b[0m \u001b[31m56.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
      "\u001b[?25h"
     ]
    }
   ],
   "source": [
    "try:\n",
    "    import cirq\n",
    "except ImportError:\n",
    "    !pip install --quiet cirq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "id": "AW8OeKgJlClE"
   },
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import networkx as nx\n",
    "import numpy as np\n",
    "\n",
    "import cirq\n",
    "import cirq_google as cg"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "kFghnYO3lClG"
   },
   "source": [
    "Next, authorize to use the Quantum Computing Service with a `project_id` and `processor_id`, and get a sampler to run your experiments. Set the number of repetitions you'll use for all experiments.\n",
    "\n",
    "Note: You can select a subset of the qubits to shorten the runtime of the experiment.\n",
    "\n",
    "Note: You need to input a real QCS project_id and processor_id in the next cell. Otherwise, the code will assume you're running with a simulator, causing issues later."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "id": "jTWyiRh6lClI"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Getting OAuth2 credentials.\n",
      "Press enter after entering the verification code.\n",
      "None\n",
      "Authentication complete.\n",
      "{cirq.GridQubit(4, 2), cirq.GridQubit(5, 2), cirq.GridQubit(6, 2), cirq.GridQubit(7, 2), cirq.GridQubit(8, 2), cirq.GridQubit(3, 4), cirq.GridQubit(2, 4), cirq.GridQubit(5, 4), cirq.GridQubit(6, 4), cirq.GridQubit(7, 4), cirq.GridQubit(4, 4), cirq.GridQubit(3, 6), cirq.GridQubit(4, 6), cirq.GridQubit(5, 6), cirq.GridQubit(9, 4), cirq.GridQubit(7, 6), cirq.GridQubit(8, 6), cirq.GridQubit(8, 4), cirq.GridQubit(4, 8), cirq.GridQubit(5, 8), cirq.GridQubit(6, 8), cirq.GridQubit(9, 6), cirq.GridQubit(8, 8), cirq.GridQubit(7, 8), cirq.GridQubit(6, 1), cirq.GridQubit(7, 1), cirq.GridQubit(3, 3), cirq.GridQubit(4, 3), cirq.GridQubit(5, 3), cirq.GridQubit(6, 3), cirq.GridQubit(7, 3), cirq.GridQubit(8, 3), cirq.GridQubit(9, 3), cirq.GridQubit(2, 5), cirq.GridQubit(4, 5), cirq.GridQubit(3, 5), cirq.GridQubit(7, 5), cirq.GridQubit(6, 5), cirq.GridQubit(5, 5), cirq.GridQubit(4, 7), cirq.GridQubit(8, 5), cirq.GridQubit(9, 5), cirq.GridQubit(3, 7), cirq.GridQubit(5, 7), cirq.GridQubit(7, 7), cirq.GridQubit(9, 7), cirq.GridQubit(6, 7), cirq.GridQubit(5, 9), cirq.GridQubit(7, 9), cirq.GridQubit(8, 7), cirq.GridQubit(6, 9), cirq.GridQubit(6, 6)}\n"
     ]
    }
   ],
   "source": [
    "from cirq_google.engine.qcs_notebook import get_qcs_objects_for_notebook\n",
    "\n",
    "# Set key variables\n",
    "project_id = \"your_project_id_here\"  # @param {type:\"string\"}\n",
    "processor_id = \"your_processor_id_here\"  # @param {type:\"string\"}\n",
    "repetitions = 2000  # @param {type:\"integer\"}\n",
    "\n",
    "# Get device sampler\n",
    "qcs_objects = get_qcs_objects_for_notebook(project_id=project_id, processor_id=processor_id)\n",
    "\n",
    "device = qcs_objects.device\n",
    "sampler = qcs_objects.sampler\n",
    "\n",
    "# Get qubit set\n",
    "qubits = device.metadata.qubit_set\n",
    "\n",
    "# Limit device qubits to only those before row/column `device_limit`\n",
    "device_limit = 10  # @param {type:\"integer\"}\n",
    "qubits = {qb for qb in qubits if qb.row < device_limit and qb.col < device_limit}\n",
    "\n",
    "print(qubits)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "T5wb9pk-ekjX"
   },
   "source": [
    "### Current Two-Qubit Metric Data with XEB\n",
    "\n",
    "This section is a shortened version of the [Parallel XEB](../../noise/qcvv/parallel_xeb.ipynb) tutorial, which runs characterization experiments to collect data for the `two_qubit_parallel_sqrt_iswap_gate_xeb_pauli_error_per_cycle` metric. First, generate a library of two qubit circuits using the $\\sqrt{i\\mathrm{SWAP}}$ gate . These circuits will be run in parallel in larger circuits according to `combinations_by_layer`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "id": "piG_woAwGoMf"
   },
   "outputs": [],
   "source": [
    "\"\"\"Setup for parallel XEB experiment.\"\"\"\n",
    "\n",
    "from cirq.experiments import random_quantum_circuit_generation as rqcg\n",
    "from itertools import combinations\n",
    "\n",
    "random_seed = 52\n",
    "\n",
    "# Generate library of two-qubit XEB circuits.\n",
    "circuit_library = rqcg.generate_library_of_2q_circuits(\n",
    "    n_library_circuits=20, two_qubit_gate=cirq.CZ, random_state=random_seed\n",
    ")\n",
    "\n",
    "device_graph = nx.Graph((q1, q2) for (q1, q2) in combinations(qubits, 2) if q1.is_adjacent(q2))\n",
    "\n",
    "# Generate different possible pairs of qubits, and randomly assign circuit (indices) to then, n_combinations times.\n",
    "combinations_by_layer = rqcg.get_random_combinations_for_device(\n",
    "    n_library_circuits=len(circuit_library),\n",
    "    n_combinations=10,\n",
    "    device_graph=device_graph,\n",
    "    random_state=random_seed,\n",
    ")\n",
    "# Prepare the circuit depths the circuits will be truncated to.\n",
    "cycle_depths = np.arange(3, 100, 20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "QYKspLbhtpzO"
   },
   "source": [
    "Then, run the circuits on the device, combining them into larger circuits and truncating the circuits by length, with `cirq.experiments.xeb_sampling.sample_2q_xeb_circuits`.\n",
    "\n",
    "Afterwards, run the same circuits on a perfect simulator, and compare them to the sampled results. Finally, fit the collected data to an exponential decay curve to estimate the error rate per appication of each two-qubit $\\sqrt{i\\mathrm{SWAP}}$ gate."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "id": "H5IGu4SlTvvr"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 207/207 [06:21<00:00,  1.84s/it]\n"
     ]
    }
   ],
   "source": [
    "\"\"\"Collect all data by executing circuits.\"\"\"\n",
    "\n",
    "from cirq.experiments.xeb_sampling import sample_2q_xeb_circuits\n",
    "from cirq.experiments.xeb_fitting import benchmark_2q_xeb_fidelities, fit_exponential_decays\n",
    "\n",
    "# Run XEB circuits on the processor.\n",
    "sampled_df = sample_2q_xeb_circuits(\n",
    "    sampler=sampler,\n",
    "    circuits=circuit_library,\n",
    "    cycle_depths=cycle_depths,\n",
    "    combinations_by_layer=combinations_by_layer,\n",
    "    shuffle=np.random.RandomState(random_seed),\n",
    "    repetitions=repetitions,\n",
    ")\n",
    "\n",
    "# Run XEB circuits on a simulator and fit exponential decays to get fidelities.\n",
    "fidelity_data = benchmark_2q_xeb_fidelities(\n",
    "    sampled_df=sampled_df, circuits=circuit_library, cycle_depths=cycle_depths\n",
    ")\n",
    "fidelities = fit_exponential_decays(fidelity_data)\n",
    "\n",
    "# Grab (pair, sqrt_iswap_pauli_error_per_cycle) data for all qubit pairs.\n",
    "pxeb_results = {\n",
    "    pair: (1.0 - fidelity) / (4 / 3)  # Scalar to get Pauli error\n",
    "    for (_, _, pair), fidelity in fidelities.layer_fid.items()\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "9sY5bMW9f-Oo"
   },
   "source": [
    "Note: The parallel XEB errors are scaled in pxeb_results. This is because the collected fidelities are the estimated depolarization fidelities, not the Pauli error metrics available from the calibration data. See the [XEB Theory](../../noise/qcvv/xeb_theory.ipynb#fidelities) tutorial for an explanation of why."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "cgueunn8xUXL"
   },
   "source": [
    "### Current Readout Metric Data with Simultaneous Readout\n",
    "\n",
    "To evaluate performance changes in the readout registers, collect the Parallel P11 error data for each qubit with the Simultaneous Readout experiment, accessible with `cirq.estimate_parallel_single_qubit_readout_errors`. This function runs the experiment to estimate P00 and P11 errors for each qubit (as opposed to querying for the most recent calibration data). The experiment prepares each qubit in the $|0\\rangle$ and $|1\\rangle$ states, measures them, and evaluates how often the qubits are measured in the expected state."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "id": "o4SMWcQcjxvg"
   },
   "outputs": [],
   "source": [
    "# Run experiment\n",
    "sq_result = cirq.estimate_parallel_single_qubit_readout_errors(\n",
    "    sampler, qubits=qubits, repetitions=repetitions\n",
    ")\n",
    "\n",
    "# Use P11 errors\n",
    "p11_results = sq_result.one_state_errors"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "PLD7uYvSjLsy"
   },
   "source": [
    "## Heatmap Comparisons\n",
    "\n",
    "For each metric, plot the collected characterization data side by side using a heatmap to visualize the errors."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "9VWnB46K1hxO"
   },
   "source": [
    "### Two-Qubit Metric Heatmap Comparison"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "id": "Ui4tJHZ6BqYV"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Axes: title={'center': 'Current'}, xlabel='column', ylabel='row'>,\n",
       " <matplotlib.collections.PolyCollection at 0x7f149f5e5290>)"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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wWPDmFM6HvtZMhdHqFfNLjsTYSm01EwMhhBBC9AJ1BgkhRItWfbiouY5gIfzjdwdmAiMMLtdY26EQQgjRMzIwkOnAGX+6EIO+oQ1kCCFES7b53MThgMfaDoO1zusyTge/0HYYhBBCCCkm1BkkhBAtOPj5EXb43tJ2GEoYMFj89gxuhL/XdiiEEEIIKQY0TZQQQorZ2ZCXWPPhkrbDUEnGyDHz1XFsEhjiJ5vy2g6HEEKIHpAxWQ9t04UY9A2NDBJCdIKNjQ1sbW1hY2Oj7VCK1K0ILyx8cxqMDq9ryJRLMen5IbyND9Z2KIQQQggpQtQZJIToBBsbG9jb25fozuDTGH9Mf3kMMkb3N79Ok2Vi3LP98EuO1HYohBBCCCki1BkkhJBi8DYhBBOeH0SmXKrtUPItUZKO0U/2ITQtXtuhEEII0WFyHXqQgqHOICGEFLFPyVEY/3Q/0mSZ2g6lwKLFyRj5ZA+iM5K1HUqRMDU1hZmZGUxNTbUdCiGEEFLsqDNICNEJMpmMfZQkoWnxGP10HxIkadoORW0hafEY/XQvkiTp2g5F45ydneHi4gJnZ2dth0IIIYQUO+oMEkJ0gq+vL7y8vODr66vtUDQmJiMZo57sRVRGkrZDKTS/5CiMe7of6VL9G90khBBStOTgQKYDDzk42m4KvUOdQUIIKQJJknSMeboPwWlx2g5FY94kBGOC5yFI9GjdIyGEEEJyR51BQgjRsHRZJsY93Q+fErgT55OYT5jx0kMvdkQlhBBSPOSM7jxIwVBnkBBCNEgil2LS88N4k1Byz+i7EfEBi96cAcPo/19dPz8/eHt7w8/PT9uhEEIIIcWOOoOEEKIhckaOmS+P41FMye9YnAl5gXVel7UdRqFJpVL2QQghhPxo+NoOgBBCSorFb8/iesR7bYdRbPZ/fggzgQi/V2yp7VAIIYRo0dcNXLRNF2LQNzQySAghGrDe6wpOBXtqO4xit9XnBo4EPNF2GIQQQghRA40MEkJIIe32u4N9/vfVLt/ftQGGlmsKawMT+CRFYOX7C3iXGJpr/nYO1TCmUhs4iSwQlBqHjd5XcD9acSRHa4eq6OtSH1XMnWAhNEL/e1vxMSkiRz3uFqUxrlJb1LAoBRkjx8ekCIx5ug/iAu4WuvL9BZgKDNHFuWaByhFCCCFEu2hkkBBCCsEj8Ck2f7yudvn2jtUxuUon7PC9hf/d3waf5Aj83XAoLIXGKvPXtCyN5bX74nSwJwbc34ZbkV5YX28gypvYsXlEPAFexgVio/fVXO/rblEaWxsMwaMYP/zyYAcGPdiBo4FPIEfBN4VhwGD+65O4G/mxwGUJIYToP22fL5j9QQpGq53B5cuXo379+jA1NYWdnR169OiBjx/pzQQhRD9cDnuD5e/OF6qOwWUb42Twc5wJeQn/lGgseXsOGTIJepSuozL/wDKN8DDaD/v8H+BzSjT+9rkBr8RwDCjTkM1zIfQ1dvrdxpOYT7ned0rVTjgc8Bh7Pt3Dp5QoBKbG4Gr4O0jkMrWeh5SRY+qLI3ge+1mt8oQQQggpflrtDN65cwdjx47F48ePce3aNUgkErRv3x6pqanaDIsQogWurq4oV64cXF1dtR1KvtyL8sGcVyfVGkn7is/hoYq5E57E+LNpDBg8ifkEd4vSKsu4W5bO0cl7FO0Hd0uXfN/XUmgMd8vSiMtMwb7Gv+NG2+nY9dOvqFWAOlQRy6WY8PwgPuQxxZUQQkjJI2c4OvMgBaPVNYOXLytvS753717Y2dnB09MTzZs3z5FfLBZDLBaz10lJSUUeIyGkeIhEIm2HkG8v4wIx1fMIpIx6o2hfWQqNwOfyECtOUUqPFaegjLGNyjI2BiaIzfwmf2YKbAxM8n3fUkaWAIBRFVtjvddleCdFoKtzLexsOBx97m5GUFpcAZ+JQopUjLFP/8O/jX5DWRNbteshhBBCSNHTqTWDiYmJAAArKyuVX1++fDnMzc3ZR+nSqj85J4SQosIwDJa9O4cMuUTboaiNy8n65PRE0DOcCXmJj0nhWON1CQGpMeheum6h64/PTMN6ryuFrocQQgghRUtnOoNyuRwTJkxAkyZNUL16dZV5Zs6cicTERPYRHBxczFESQn50HA4Ha+oMyHWDl4KIz0yDVC6D9TejetYGJoj5ZrTwqxhxCqyF3+QX5p5fleiMZADAp5RopfTPKdFwFJnnu57cuBhbY4F7j0LXUxwcHBzg5OQEBwcHbYdCCCF6S9ubxtAGMurTmc7g2LFj8e7dOxw5ciTXPAYGBjAzM1N6EEJKhqSkJCQmJurs9G+GUawNdDWxwbYGQ2DCNyhUnVJGBq/EMDSwKcemccBBA+tyeJOg+sOuN/HBSvkB4Cfb8ngTH5Tv+4alJyAqIynHVFRXYxuEpyfk/wmoYG9ohh0Nh8EqWwc3e9vpGgsLC1hZWcHCwkLboRBCCCHFTic6g+PGjcP58+dx69YtlCpVStvhEEK0ICwsDMHBwQgLC9N2KDnEpqbhf4eP4VOsYi1dZXMnbKr/Cwy5gkLVvf/zQ/QqXRddnWuhrIktZlfvChFfiDPBLwAAi2v2xvhK7dj8hwIeobFtRQwu2xhljG0wqmIrVDV3Ujr43UwgQiUzB5T7smbP1dgGlcwclEYg9326j/+V+QltHaqhtJEVxri1QRkTG5wK9lT7uVgKjbC94TA4iizYNKn4CVLjBoGRp6tdLyGEEEKKhlY3kGEYBuPHj8epU6dw+/ZtlC1bVpvhEEJIDsliMYYfP4kPUVEY6nEcR/83AM7mWbMS6liVweq6AzDx+SG1N5O5Gv4OlkJjjHZrAxsDE3xMCseYp/8hLjNrV2VHkTkYRs7mfx0fjFkvPTC2UluMr9QOQWmxmPj8ED6lRLF5WtpXxqKavdjrVXX6AwC2+9zEdt9bAICDAY8g5PExpWonmAtE8EmOwKgnexGSFq/W8zDhG2BrgyFKm8ZIM98iJW44wCQjNX4kjK12gcMRqlU/IYQQ3SUDFzIdGGMq3LZuPyYOo8X5O2PGjMGhQ4dw5swZVKpUiU03NzfP186CSUlJMDc3R2JiIk0ZJUTPeXt7QyqVgs/no3LlytoOBwCQIZFg+PGTeBaiOCqhjKUFjv5vAKyNjdi0S6FvMPvV8UIdM6HPDLh8bG0wBPWsFR/oyaSfkBLTG4w8lk0TGHaFkeVmcDg8bYSpklgsBsMw4HA4MDAo3LRfQgjRR4V5P/217M13pWFiqv3OYEqyHK2rB1PfoAC0+l3btm0bEhMT0bJlSzg6OrKPo0ePajMsQgiBRCbD+LPnlTqCABAQn4Bhx08gKSODTevk7I4Z1X8u7hB1Ap/Dxeo6A5Q6gnJpKFJiByp1BAFAknEO6YlzdGoN4efPn+Hn54fPnz9rOxRCCCGk2Gl9mighhOgaOcNg2qXLuOWvuoPgFRWNP06ewZ6+vSASZK0Z7OfaAEmSdGz5eL04Q9UqDjhYWLMXmtsrZnbIZTFZHUGZ6rWfmWkHwOGaQ2Q2o7jCJIQQUsQYHTnwndGBGPSN9sdzCSFEhzAMgwXXb+Kc18c88z0PDcW4M+eQKVOsUPitQgsMKdekqEPUGdOrdUEX55rsNSNPQmrcYMhl/nmWE6dsRUbK9qIOjxBCCCHfQZ1BQgjJZv39hzj06nW+8t75HICpFy9DJlds8DKpSkf01MDB7bpujFtrDCjTkL1mmHSkxA2HTPIuX+UzkpZCnHqoqMIjhBBSjLR9tiCdM6g+6gwSQsgXu549x9+Pn3w/YzYXvD9iwfWbStPe59bohrYO1TQdns74pWxj/FGxFXvNMBKkxo2GLPNpgepJT5yBzPTzmg6PEEIIIflEnUFCCAFw7M1brLh9V62yh1+/wdp7D9hrLoeL5bX7oJFNBU2FpzO6l6qDyVU6stcMI0dawkRIxTfUqI1BWvyfkGTc1lh8hBBCCMk/6gwSQnQCl8tlH8Xt0kcfzLlauI1ftj95in+ePmOvBVw+1tX9H9wtShc2PJ3RxqEq5rl3B4eTNQ2HYRikJ86BJP1MIWqVIDX+D0gzn2smSEIIIcVOxnB15kEKhlqMEKIT3NzcULVqVbi5uRXrfe99DsCk8xch18Duxivv3MOR12/YaxFfiC0NBqOiqX2h69a2hjblsbxWX/A4ij8bGcmrkZm2v/CVM+lIiR0KmeRD4esihBBCSL5RZ5AQ8sN6ERqGMWfOQpJtA5jCmnv1Oi54K3YiNROIsK3BUJQ2stLYPYpbDYtSWF/3fxDyFKcRZaTsgDhls+ZuwiQhJfYXyKR03h8hhBBSXKgzSAj5IXlHReO3E6eQLpFqtF4GwJQLl3An2yHmNoam2N5wGGwNTDV6r+JQwdQOW+oPhhHfgE0Tpx5BRtISjd+LkUcjJXYg5LJwjddNCCGk6MjBgRxcHXjQbqIFRZ1BQsgPJyA+HsM8TiBJLC6S+iVyOcaePgfPkFA2zdnIEtsbDoOFwKhI7lkUShlZYluDYTAXKmLOTL+I9MTpRXZPRhaClNhBkMviiuwe2ZUvXx6VKlVC+fLli+V+hBBCiC6hziAhRCdEREQgNDQUERERRXuf5GQM8ziBmLS0Ir1PhlSK306ehldUNJtW3tQOmxsMhhFPWKT31gRbgy+jmYaK0UxJxl2kxY8HoLlptarIpb5IjRsMRp5cpPcBAIFAwD4IIYSoR9tnC9I5g+qjziAhRCckJCQgPj4eCQkJRXaP+PR0DPM4iZDEpCK7R3bJYjGGe5xAQHw8m1bDohQ21BsEIZefR0ntMheIsK3hUJTKts5RmumJ1PjfAGQWSwwyyRukxo0Aw2QUy/0IIYSQHxF1BgkhP4SUzEyMOH4SfrGxxXrfmLQ0DD12AuHJilGuBjblsKK28s6cukLEE2JL/cGokG0HVJnEC6mxQwEmvVhjkWY+Qmr8GDCMpFjvSwghhPwodO+dCCGEaJhYKsXoU2fwJiJSK/cPTUrCMI8TiEtTdKZaO1TFfPce4OjQlBYhl4/19QaihqXibESZNAApsb+AYRK1EpM04xrSEqaCYYpmampcXBxiYmIQF1c8axQJIaQk0vbZgnTOoPqoxQghJZpULseEcxfwKChYq3F8io3DiBMnkZxt05pupWpjStVOWoxKgcfhYkXtvvjJRrGRilwWgdTYQWDkUVqMDJCkn0B60gIwGjgL8ltRUVGIiIhAVJR2nyMhhBCiDdQZJISUWHKGwazLV3HN75O2QwEAvI2IxKhTZyCWKo6zGFS2Ef6o2FJ7QQHggIO5NbqjtUNVNk0uj/+yq2eQFiNTyEzdg4zk9doOgxBCCClRdHcHA0IIKQSGYbDs1m2cfP9B26EoeRIcgj/PXcCWbj9DwOMBAMa4tUET24qQyGVq1fn5y5mGPB4PLi4uBS5vzDdAFXMn9pqRpyA1dgjkUh+14ikq4pT14HLNYWAyQtuhEEIIySbrnEHtL3vQhRj0DXUGCSEl0pZHj7HX86W2w1Dpht8nzLx8Fas6dwSXk/WHq6ZlwTtxXxmGpwIA+Hw+KluXLVRsDJOB1LjfIJO8KlQ9RSU9aQE4XDMIjfpqOxRCCCFE79E0UUJIiXP41RtsfPBI22Hk6fQHL6y8fVfbYeSQFv8XpJkPtB1GntISpkKScUPbYRBCCCF6jzqDhJAS5+6XaZO67s7nAG2HkINEfFvbIeSDDFLxPW0HQQgh5As5uJDpwENOXZsCo2mihBCdYGpqCplMBt6XdXQk/zgcDoRCIYyMjLQdCiGEEEL0CHUGCSE6wdnZWdsh6C0ejwdzc3PY2dlpOxRCCCE/IF05409WBEcQlXTa/64RQgghhBBCCCl2NDJICCF6zsDAgKbXqulr2/H59OeQEELIj4f++hFCiJ4rW7Zwx0n8yKjtCCGk8OQ6snmLHDRNtKCoM0gI0Ql+fn6QSqXg8/moUKGCtsPRK9R2hBBCCFEHdQYJITpBKpVCKpVqOwy9RG1HCCGEEHVQZ5AQQgghhBCiNhnDgYzhaDsMnYhB31BnkBBC9JxMJtN2CHorODiYPd+ydOnS2g6HEEIIKVbUGSSEED3H0LlKaktNTWXXWxJCCFGPDFzIdGADGRltIFNg9NePEPJD+KV2TfxWvx5sjY3hFRWNRTdu4U1ERK75O7lVxISmTVDK3AwB8QlYdece7nz+zH69fcUKGFjLHdXs7WEpEqHrvv3wiopmv25uaIi/mjRC0zKucDI1Q1x6Gq75fsL6+w+QkplZpM9Vk/7Zm4LN25IRFS1D9aoCrFxsibq1hbnmP30uDctWJyEoRIpyZflYMMsc7duIAAASCYMlqxJx7WYGAgNlMDPjoEVTQ8yfZQ5HB8XRGK/fZmLB0kS8eJ0JHpeDbl1EWDLfHCbG2n+jQQghhJQk9JeVEFLida7khlktW2Dzw8fo/t8BeEdHY0/fXrAyEqnMX9vJEeu7doHH23fotu8Arvn6YVvPbqhoY83mMRII8DwkDKvv3FNZh52JMexMTLDi9l103rsP0y5dQfOyZbCiY/sieY5F4eSZNMxZmIDpk8xw+7I9qlcVovegaETHqJ6W+uSZGL+NjcMv/zPGnSv26NJBhF9GxOKDtwQAkJbO4M1bCab+ZYbbl+3w3z/W8POXYODwGLaO8AgZegyIRtkyfFw/Z4fjB23g9VGCsRPii+U5E0IIIT8S6gwSQkq8X+vVxdE373Di3Xv4xcZh7tXrSJdI0bd6dZX5h9Wtg7ufA7Dr2XN8iovDhgcP8SEyCoNr12LznP7ghS2PHuNBYJDKOnxjYjHuzDnc/OSPoIREPA4Kxrp799G6fDnwOPqxwP3vf5IxZKAxBvU3RmU3AdatsICRiIMDR1JV5t+xOwVtWhriz9GmqFRRgNnTzFGzuhD/7EkBAJibcXHqiC16djNCxQoC1K9rgFVLLPHqjQTBoVm7oV65ng4Bn4M1yyxQsYIAdWoJsW6FJc5eTIf/Z9oxlRBCdJGc4erMgxQMtRghpEQTcLmo7mCPB4GBbBoD4GFgIGo7OaosU9vJEQ+z5QeAewEBqO3kVKhYTA0MkJKZCZkerPHLzGTw6o0ELZsZsmlcbta0zmeeqqe5PvXMRMtmBkpprVsa5JofAJKS5OBwsjqKWfcFBAIOuFxFh1lkmPX/x0/Faj8fQgghhOREnUFCSIlmKRKBz+UiNi1NKT0mLQ02xsYqy9gYGyMm9Zv8qWmwNTYqRByGGNvoJxx5/VbtOopTbJwcMhlga6P8Z8LWlouoaNXTRKOiZbC15Snnt+Hlmj8jg8GCZYno3UMEM9Os+zRrYoCoaBk2bUtGZiaDhAQ5Fi5LBABERNGuqYQQQogm0QYyhGhYTEwMYmJiYGFhAQcHB6Wv+fj4QC6Xf7cOJycnmJmZsdfp6ekI/GakKjcVK1YEj6d4Q/41nu8RiURwdXVVSgsMDER6evp3y9rY2MDGxoa9lslk8PX1zVe8rq6uEIlEcHBwQFJSElJTUxEREQFLS0t8zrZhS16HqmffCdLJyQmZEkm+7l1cTIRC/NOrJ/xiY7Hp4SM2PVMsRkxMDAwNDRESEgIga2fQvI6KyP5cXV1dkZycDAAwMDCAVCotdNsxDIPimMQqkTAYPioWDAOsXW7JplepJMDfG6wwZ2ECFi1PBI8H/PGrCexsueBm65fGxcXDQFL4tsutbehnNaevP6vfxku/69RrP0JKEtpNVH9RZ5AQDYqJiUHElx0qVb0plUql+XqD9O1RAQzD5PmGPi8ymSxfZVXlkUql+Sqb23PNj6/PVSqVIikpia2Px+PBysqKzRcdHZ3rEQrZ78UwDHjZeg3x6emQyuWwNlIe1bMxMkJMquq1bzGpqbD5ZhTQxtgI0d+MFuaHsUCAf/v0QqokE6NPn4U02/efQVbnRSAQsM9VLpfn+Yb22+cqEolgYmKClJSsdXmFbTvOl66gtRUXPB4QHaP8eo2OlsPum9G/r+xseYj+ZhQwOkaWI//XjmBwiAxnj9mwo4Jf9e1phL49jRAVLYOREQccDvD3zhSUcVH8yZIzco21nUQigVAozJGXflaVZX+uISEhSEhIyLNOaj9ldAQMIUQXUWeQEA3K/kY0+yfWX/H5/Hy9QeJ8s8EIh8NR+xw0Ho+Xr7Kq8vD5/HyVze255sfX5xodrTiW4WvMdnZ2bFpCQkK+2y57PBK5HO8iItHY1QXX/T5l5QHQ2NUF+1+8UlnHy7BwNHZxwV7Pl2xaE1dXvAwLy9dz+spEKMSevr2QKZVh5MkzyPzmjSQHWbEaGBiwz1Umk7Fvsr+Hw+HA1NSUHRkDCt92DAcAAwiFHNRyF+DO/Qx06Zg1miGXM7h7X4zfhqueXtugrhB37osx+ndTNu3WXTHq11V0tL52BD99luKchy2srFR3LAGwncgDR1JhaMBBq+bZ1i9yuBprO5lMluNNPv2s5pT9uWZvZ/pdV7D2S0pKyvrghcNRGhUlRJ/JAcgY7W+O9v3fOuRb1BkkpAjw+fwc06YAwM3NTa36RCIRKleurFbZb6c1FcS3U6nyi8fjFTjer2/GNd12APDvc0+s7twRbyMi8SY8AsPq1YFIIMDxd+8BAKs7d0RkcgrW3LsPANjr+QKHBvTDiHp1ccvfHz9XrozqDvaYffUaW6e5oSGczExhZ2wCAChrmTXVMTo1FTGpaTARCrG3b28YCviYfOESTAyEMDHI6hTFpaVDzjAQGhjk+N5ou+0Ssg2WjvndFGMmxqG2uxB1agux7Z8UpKbLMah/Vmdw1J9xcHTkYf5McwDAyBEm+LlPNLZsT0b7toY4eSYNr95kYsOqrLaRSBgM/SMWr99KcGSfNWQyIPLLOkBLCy6Ewqw3Ejv3pKBhPSGMjTi4dU+M+YsTMX+WGczNFSOIVlaWEJlrru2+RT+r+UO/6wrefmFhYZBKpeDz+dQZJIRoHXUGCSEl3sWPPrA2MsKEJo1ha2yED1HR+PX4SXZTGSdTU8izTeF6GRaOSecvYmKzJpjcrAkC4hMw+tRZ+MbEsnnalC+HVZ07stebuv2c9e+DR9j08BGq2duh1pfdSm/+PkIpnhY7diH0y5RYXdaruxFi4uRYtiYJUdEy1KgmwPEDNuyIXUiYVGkdX8P6BvhnixWWrkrC4pWJKFeWjwO7rVG1sgBA1hmCl65mAACat49Sutc5Dxs0bZw18vfiZSZWrElCapocFcsLsG6lBQb0UT0aSQghhBD1UWeQEPJD2P/yFfa/fKXya4OOeuRIu+Tji0s+uW8McfL9B5x8/yHXrz8JDkGF1esKHKeu+WO4Cf4YbqLya+eP2+VI69HVCD26qt511aU0H/Ghpb57z+2brL6bhxBCiO6Qgwu5Dmwgowsx6BtqMUIIIYQQQgj5AVFnkBBCCCGEEEJ+QDRNlBBCCCGEEKI2GcOFjNH+GJMuxKBvqMUIIYQQQggh5AdEnUFCCCGEEEII+QHRNFFCNEgkErHnR5GC+XpYvEgk0nYoeofaTn3Udur5eji8oaGhtkMhhOgAOTiQQxcOndd+DPqG3rESokHqHlxMAIFAAEtLS9ja2mo7FL1Dbac+ajv1VKtWTdsh6C0ul8s+CCFE26gzSAjRCW5ubtoOQW9R26mP2o4UN3rNkZKINpDRX9RihBBCCCGEEPIDos4gIYQQQgghhPyAaJooIRoUGBjIbiBD6wcLhtpOfdR26qO2U4+Pjw8AwMDAgNqNEAIZuJDpwBiTLsSgb6gzSIgGpaen026iakpNTYVcLtdI21noyc6QliLN7MSoybbjcC3ByNI0EFXR4nCtNFKPJtvuR5KZmQkAkMvlWo5E/0REREAmk4HH48HBwUHb4RBCfnDUfSaE6ARNvqmc3bol3B3sNVZfUXA2M8O6nztrpC5Ntp2J1R5wOOYaq68o8A3awsBktEbqos4MKW4JCQmIj49HQkKCtkMhhBDqDBJCSh4ToRC7+/RCBWtrbYeikrWREfb16w1HU1Nth5IDT1AFxtb7AI5ujq7yhY1gbLUNHI5A26EQQgj5Qs5wdOZBCobmxRBCNCIpNQMT/z6LiPhktcpLvkw7A4cDgeBBgctzAEzq2wKta1cAAFiKRNjbtxcGHD6KkMQktWIqCqYGBtjbtzfKWFqyaa+jw/HnrfOQqjlKlZkpAQBwOIDg1Z0ClzcRCPFP+55wMbUAAPCFdWFsuQupccMASNSKqSjwBO4wttoNDkcxvdbj2kscvOipdp1fpztyOBwIBPcLXL6iiy2Wjf8ZAj5P7Ri0QcbIMe3ZabyMC1arvOTLaw4cQBBwRa06+pWpg1GVm6lVlhBCiGZQZ5AQUmjpYgn+3HIab/zDNVWjWqVm7bqIjeN6oGEVFwCAg6kp9vbtjQGHjiImTfvr4Az5fOzq1QNV7BQHnPvEx2Do5ROIF6v3nHNQs55BF4/heNeBsDcyAQAIDJvDyHIz0uLHAND+VEouvwKMrfaDw1WMpl68/wFr998Cw2jqLgVvu/CYJMzZegHLxv8Mnp4cIs4wDGZ5nsWFkHeaqVDNzws2fLgFE4EBfinfQDNxEEK0Rq4jG8jIdSAGfUMtRggpFIlUhsnbz2mwI6i+TKkMk7edxdvPiljKWFpib9/eMDMw0GJkgIDLxdYeXVG3lDObFpyciF8ueWiuI1gIQcmJGHzJA4niDDZNKOoCkflKLUaVhcMrBRPrQ+DyFJvG3PH0w5JdVzXYEVTf7ed+WLb7GhhdCCYflr25gjNBb7QdBgBg6evLOBf0VtthEELID4s6g4QQtcnkcszefQmPPwRqOxRWmliCPzefhl9oDJtW2c4Wu3r3hEignckQHABrunRCi7Jl2bSotBQMunQMkWkpWolJlY/xMRh65TjSJJlsmoHxABiazdFaTByuzZeOoCOb9vxDEOZsvQCZTPsjll+dv/semw7f1XYY37XF6w72f3qq7TBYDICZnmdwM/yjtkMhhJAfEnUGCSFqW3rgBq6/8NV2GDkkpmZgzMaTCI1JZNPqODtha/duEGhhKt/i9m3RpXIlRXziDAy+5IHApIRij+V7XkaF4/drp5Epk7FphiYjYWAyrviD4ZjBxPogeHxFJ/qDfwSmrj+DTIksj4LaceiSJ/49/VjbYeTqP78n2OJV8DWlRU3KyDHxyQk8jQ7QdiiEEDXJGa7OPEjBUIsRQtSy/vhdnH6goTVHRSAmMRWj159AdKJi5K152TJY93NncDnFt9vYtObNMKCmO3udJsnEsCsn4B0fk0cp7bofFojxt85Blm1DG0PTaRAaDS6+IDiGMLHaC56gKpvkHxqLCatPIi1Ddza1+daOEw/hce2VtsPI4XTgayx/o95GL8VBLJdi9KMjeBcfpu1QCCHkh0KdQUI0yMbGBra2trCxsdF2KEVq98Wn2H9N/R0ci0tITCLGbjiJpFTFOrhOldywuH3bYrn/Hw3q44+G9dnrTJkMI6+fwYso3X/DeznAF9PvX2HXwXE4HIjMl0Ag6l4MdxfA2HIn+AaKtguLTsSfK08gMSUjj3K6Ye3+m7j8wEvbYbBuhH3EnBfnoOsrGlOlmfj9wSH4J+vuByWEEFLSUGeQEA2ysbGBvb19ie4Metx5ja1nCn70g7b4hcVi/ObTSBcrRpP6u9fAjBbNi/S+A9xrYGrzpuy1nGHw1+3zuBsaUKT31SQPn3dY8uQ2e83hcGFksR58gzZFeFcOjCw3QmDYik2JTUjF+JUnEB2vO+sr88IwwKJ/ruD+S39th4LH0Z8x8elxSBndWV+Zl/jMNPx6/wBC0xK0HUqRMTU1hZmZGUx18JxRQtQlA0dnHqRgqDNICMm3y0+9sfLwLW2HUWBvP4dj0razkEgV68x+a1APoxoWzZb2XSpXwsJ2bcDJNh115v2ruPjZp0juV5R2vXuOTS8fsdccjgDGltvAExZN24nMV0Ao6speJ6dm4M9VJxASmVAk9ysqMpkcszafwwsv9c7x04S3caEY8+goMuW6t74yLxHpSfj1/gHEZqRqO5Qi4ezsDBcXFzg7O38/MyGEFDHqDBJC8uX+28+Yt/cK5Hqyff63nngFYdbui0rr4CY3a4KB2dbzaULzsmWwunNHpTPnlj65jSMfdWMrf3Ws9byPfR9esNccrggmVnvAE1TX6H0MTWfBwHgge50hlmDS2tPwC9bPaYNiiQxT1p+B1+fIYr+3X1I0fn94CGnSzO9n1kGBKXH47cFBJEt0f1owIYToM+oMEqJBMpmMfZQkL3xDMG3HeUh1aCt/ddx44YclB64rrYOb37Y1fs6202dh1HV2wtbuXSHk8di0ra8eY+fbZxqpX5vmP7yBU34f2GsO1wzGVvvB5ZXTSP0GJmNgaDqavZZIZZi28Sze+Or++sq8pKZnYsLqkwgIiyu2e4akJmDE/QNIyNT++ZWF4ZUYgZEPDyNdqrsbBhFCsmh7B1HaTVR91GKEaJCvry+8vLzg66t7xy2oyzsoChO2nkWGRKrtUDTizIP3WH9ccR4cj8vF6s4d0bJc2TxKfV8VO1v806sHRAIBm3bA6xVWPb9XqHp1BQNgyp1LuBH0iU3j8rLOAOTwnApVt9DoFxiazmCv5XIG87ddwpO3unN+ZWEkJKfjz1UnEBGTVOT3is5IwYj7BxCZkVzk9yoOL2KD8dcTD0j0bKorIYToC+oMEkJyFRARh7GbTiIlXaztUDTqwPUX2HXxCXst4PGwudvPqF9KvTU8ZSwtsKdPL5gZGrJpZz95Ye7D64WOVZdIGTlG3ziLx+GKdXBcvnNWh5BrpVadAsOuEJkvUVpfuWLPNdx4qn/rK/MSGZuM8StPIC4xrcjukZSZgd8eHERgavGNQhaHu5F+mP78tN5OUf+Wn58fvL294efnp+1QCNEYGXRlExlSUNQZJISoFBGXjDEbTiI+Wb+nmuXm7zMPcez2a/ZaJBBgZ68eqGpnV6B6HExNsK9vH9gYG7NpN4P9MenOxRLz5jU7sUyK366exNuYCDaNxy8PY6sDAKdguyPyDVrByHIDOBzFtNrNh+/izG3dPb+yMIIi4vHX6hNISdP8hyvpUglGPjyEj4nFvz6xOFwMeY8FLy9oOwyNkEql7IMQQrSNOoOEkBzik9MwZsMJRMSXjKlmuVl55CYuPfVmr00NDLCnTy+UtbTMV3lLkQj7+vaBs7kZm/Y0IgSjr5+BRK7f6yvzkizJxJDLx+GXEMum8YU1YGL1LwCDfNXBE9aHseUOcDhCNm3v2ac4cPG5psPVKT6B0Zi09jQyMjW3Di5TLsO4x0fxMi5EY3XqomMBL7D2XckabSeEEG2jziAhRElKuhhjN51CQGS8tkMpcgwDzN9zBXffKM6DszY2wr5+veH4nTPAjIVC7OnTC+WtFdMj38VEYsTVk8iQlfxP/OMy0jH4kgdCUxTr4PgGP8HYagcAfp5lefxqMLbaAw5XxKadvPEa2zzuF1W4OuW1TyhmbDwHqbTwE5rkDINpz07hQZT2zzQsDv/4PMQuH/0555SQH4W2N42hDWTURy1GCGFlZEoxYesZeAdFaTuUYiOVyzFj5wV4+ihGVZzMzLCvX29YikQqywh5POzs1R3VHezZNP/EOAy9fBxJmSVrfWVewlKT8culY4hJV5wHJzBsAyOL9UAuB/9yeWVhbL0fXK45m3b1kTdW77tZ1OHqlEdvArBgx2XI5YWbSjz/5XlcDv3w/YwlyJp3N3Ds84vvZySEEPJd1BkkhAAAJDIZpu08jxe+odoOpdhlSKSYuPUMvIIU663KWVlhT99eMBEKlfLyOBxs7vYzGpYuzaaFpSThl0seiMkous1BdJV/YjwGf9MJFhr1gMh8SY68HK4jTKwPgcuzZdMevPLHwh2XS+T6yu+59vgjVu27oXb51W+vwSPgpQYj0h8LXl7ApZD32g6DEEL0Xt5zeQghPwS5nMH8PVdw/+1ntevo17ImhrSrC2tzY/iERGPVkVt4H5D7ZhZt61TE6O6N4WRthqCoBGw6eQ8P3gUo5RnVtRF6NqsBU5EBXn8Kw7JDNxAclcB+vXJpO/zZqymqlbGHTM7g5ks/rPW4g3RxwddjpWRkYtymU9g9pR/KOGRN/axub4+dvXpg+PETEH+Z0reqc0e0qVCeLRebnoZfvpkuWVBDqtTGH+71YSsyhldcFOY/uoHX0RG55u9c1g2T6zZFKRNzBCTFY8XTO7gVovjedSxTEYMq10ING3tYGorQ6eQ+fIhTHu1d1qQ9mjq7wt7IGKkSCTyjQrHi6V18Siz4TpQfYqPw65UTONCpLwz5WUdrGBgPASNPREbyKgAAh2uV1RHkl2LLvfoYipmbC3d+ZZ+2NTGocz1YmxvDNzgaa/+7hQ/+ubdd6wYVMbJ3EzjamCE4MgFbj97Dw9fKr/s/ejVG91bVYWJkiDc+oVi19waCIxPYr5d2sMCfA5rD3c0ZAj4XfkEx2HHiITy9glFQp26+gamRAcb2b1agcjs+3sdu30cFvl92A8vVw4iKjWFjaALvxEgseX0Jb+NzP9exg3MV/FW1FZyNLBCYEos1727gbqRiR8x2TpUxoGxdVLNwhIWBEXrc2AHvbza0+a/ZEDSwLaOUdsT/ORa8ulig2OXImh5rIjBAM/sKBSpLCNE8GcOFTAemaOpCDPpGqy22bds2uLu7w8zMDGZmZmjUqBEuXbqkzZAI+SGtPHITl599VLt8+3pumNSnOXZeeIyBSw/CNyQGW//sBUtT1dMs3cs5YtlvnXHmwTsMXHIQt1/5Yd3obijvZM3mGdqhHv7XuhaWHbyOoSsOI10swdY/e0HIz9p50sbcGNsm9kZwdAKGrDiCcZtOoZyjNRYO7aD284hPTseYDScRHqfo2DUoXQpbunUFn8vF/Dat0b1qFfZryZliDLl8XK0O1Fc/l6uEOT+1xMYXD/Hz6f/gFReN/R37wtrQSGX+unZO2NyqK459fIsup/fhaqAvdrbrCTdLGzaPiC/As8gQrHh2J9f7vo2JwJS7l9Dm+L8YctkDHHCwv1NfcDmqp3d+z7PIUIy8fkbpPDgDk3EwMP4D4JjA2Go/eALFm/aPAVGYvO40xJnqr69s29ANfw1sgd2nHmPo3APwC4rGxmm9YGmm+nVXo6IjFo/pgnN33mHI3AO46+mHVRO6oVwpxetucJf66Ne+FlbuuYERCw4hQyzBxmm9IBQodjxdN6kneDwuxi73wNC5B7M6oZN7wMpc9ffse/47/wz7LzzLd/4j/s+x/n3hptV2cq6KGTXaY6v3HfS6uRMfEyOwq8kgWBmofg61rUphbf3eOB7wEj1v7sT18I/Y0qg/KpopRnlFPAE8Y4Ox5n3eo53HPnui6YW17GO1mpvCSBg5/nzsgRexQWqVJ4QQouXOYKlSpbBixQp4enri+fPnaN26Nbp3747372nqByHFZcvpB/C486ZQdQxqWwen7r/D2Ycf8Dk8DksPXkdGphTdG1dXmX9gm9p49D4A/131xOeIOGw7+wjeQVHo37JWtjx1sOviU9x57Q/f0BjM23MZthbGaFkra1SuuXs5SGUyrDh8E4GR8fgQGIllB6+jbd2KKG1rrvK++RERn3WkRlySYspnq/LlcGHYEAyuo4gvQyrBiKsn8S62cFv5/1a9Ho54v4GH7zv4JsRi1v2rSJdK0M9NddsNr14Xd0I+Y8fbZ/BLiMNazwd4FxuJoVVrs3lO+X3AppePcD8090PbD398g6cRIQhJScK72Cis8bwPZxMzlDJRv+1uh3zGpNuKIzU4HA4MzebA1PY8+EJ3Nl9QeDz+Wn2y0Ecs/K9TXZy5/Q7n773H57A4rNhzHRliKbo2V912/dvXweM3AThw8TkCwuKw48RDfAyIQt+2tdg8AzrWxp6zT3D3xSf4BcdgwY7LsLEwQYu6WR1ZcxNDuDha4r9zz+AXHMOOLooMBChfykblffNjy5F7OHP77XfzXQh+h0WvCv+h6bCKjeAR8AInA1/jU3IM5r+8gAyZBL1da6vMP7hCQ9yP9MO/vo/gnxyDTR9u40NCOAaVq8/mORv8Fn9738Wj72xmky6TIEacyj5SpZlqP490mQSjHh6Bd0Luo8GEkKLHgAO5DjyYXNark9xptTPYtWtXdO7cGRUrVoSbmxuWLl0KExMTPH78WJthEaI2V1dXlCtXDq6urtoOJV/2X/PEv5eeFqoOPo+LKi72eOKl+HSeYYAn3kFwL+eoskyNco544q38af6jD4Fsfmcbc9iaGyvVmZKRiXefI+BezgkAIODzIJHKkX2pmViSNcpUq4J6h8d/FRgZj3GbTiE5XdFZyb5rqFSedfj6k4jCbeUv4HJRw8YB98MUnTYGwP3QQNSxd1JZpo6dU45O3t2QANSxU50/P0R8AfpWrI6gpASEp6o/3RUAzvp7Y86Da+w1h8MBj6+YVpt1+PpxxCcVbn0ln8dF5TL2ePo+W9sxwLP3gahRIZfXXQVHPHuv3HaP3wagRsWstnOyNYeNhQmevlO87lLTM/HeP4KtMzElAwFhcejUtCoMDfjgcTno2dodcYmp8P5cuA8GVvx7HTee+OT69TsRvpjx/DTkKNz6SgGHi2oWjngYpZgeywB4FPUZtaxKqSxTy6qUUn4AeBD5Kdf8eelaugYedZmCs21GYVK11jDkFW7FSpIkA789OIiAlNjvZyaEEKJEZ9YMymQyeHh4IDU1FY0aNVKZRywWQyxWvDlLSircmxZCNE2Uy+6Tuuj0g3dYf/xuoeuxMBGBz+MiLln5zX1cUhrKOKg+r8/GzBix33QGYpNSYf1lmp21mRFbh3KeNNh8yfPMOxiT+jbHkPZ1cejGS4gMBBjfM2vdlY25MQrLOzgKE7acwd8TesFAoPhVyTAMJt25iJvBhd/K39JQBD6Xi5h05ecZk5GG8hZWKsvYioyVdu8EgJj0VNgaFfw5D65SCzMbtICxQAi/hFgMuuShkfMRD3q/hoWBIabVb66UnpCcjvErjyMitvDnV1qYfnndJeZ83bk6qW47awvjnPkT0xSvOwsjNk05Tyqssr2mxq84jlUTuuHWzvGQMwzik9Lw1+qTSC7kSKecYTB/+yUYi4T4yb2M0tdexAbhrycekDCF//5YGhiBz+UiVvzN60icirKmqkc3bQxNECtOyZHfxtCkQPc+H/wOYWmJiMpIhpu5HaZUb4syJtb484lHwZ7EN2LEqfj1/gEcbjEc9iKz7xfQIgcHB8jlcnC5tLaJEKJ9Wu8Mvn37Fo0aNUJGRgZMTExw6tQpVK1aVWXe5cuXY+HChcUcISElk7WZEfg8bqE279Am//BYzN9zBZP6tsC4Hk0hl8tx5NYrxCSmamxnSiuzrA5HdhwOB/ZGBXsDrKtO+33AvdAA2BmZ4I8a9fF3m67ofe4QxLLCn39nb5yzjQwEfJgZGxa6bm2bOrQ14pPTMXLJUYgzpejWsjrWTuqBYfMOITYx9fsV5EEo4MFcxVpbM4EIhjyB3p9heSxAcSSET1IUojNSsK/ZEJQ2tkRwauHONjUTGELEE34/o5ZZWFhoOwRCNI42kNFfWm+xSpUq4dWrV3jy5AlGjx6NoUOH4sMH1WcmzZw5E4mJiewjOLjgO7cRQrI0q1EOi4Z1UHvDkK8SUtIhlclhZaq88YSVmRFiE1VPBYxJSmVH/76yNjNm838dNbTKkccIMdnqvPzsI9pP24mO0/9Bq8nbsf3cI1iaihAanVio5wQADau4YNmIzuCp+PR+dsOWGFDJXUWpgonPSIdULoeNSPl52hgaITpddaciOj0VNiLlUUAbkTGi0wreCUmWZCIgKQFPI0Iw+sYZlDe3QgfXigWu51uT6jbB0Kp1cqSLDAVYP6UnKpRWf23dVwnJX1535jlfd3EJqtsiNiE1Z35zxes0NiGNTVPOY4y4L528elVLo0ntcpiz5QLe+IbhY2AUVu+7CXGmFF2aqf4gM78MBDysmdgdVcra5/haBTNb/NN4IIz4he/sxIvTIJXLYW3wzevIwBgxGSkqy8RkpMDawCTf+fPrTVzWUTauxqpHc/PL1cQKu5v8AjOh/n/YQAghxUnrnUGhUIgKFSqgbt26WL58OWrWrImNGzeqzGtgYMDuPPr1QYguSUpKQmJios5OYfZ94Y+UbG+UOzaojOn/a1WoOqUyObyCItGgiuLcPQ4HaFC5NN74h6ss89Y/HA0quyilNaziwuYPjUlEdGIqGlRW1GlsKET1sg54459z6/u45DSkiyXoUK8SMiUyPPYq3O6CNco6Yt3obhDwFTtIvn78CUy2EcflTdujc1m3Qt1HIpfjbUwEmjgp1phyADRxdsWLSNVb/L+ICkMTZ+W2a+bsihdRuR8JkB8ccMDhcCDk8b6fOQ8jqtfFX7Ubs9dSqQyvvBVrK02NDbFpWm+Usrco1H2kMjm8AyJRv6qiLTgcoH41F7z1y+V15xeOetWU265BdVe89c1qu7DoRMQkpKB+tjzGhkJUK+fA1mlokHV0xrejz3KGAacQH6zweFwsG98VdbL9HEVGJyE4TDFaVsPKGX//1B9CbuG+RxJGjvcJ4WhkV5ZN4wD4ya4sXsWpXgf7Ki5EKT8ANLYrl2v+/Kps7gAAiMpQf+qwg8gM/zb9BdaGis7th1dBEGcU/IgZQgj50Wi9M/gtuVyutC6QEH0SFhaG4OBghIUV7o15UfB/E4hpbRdhbrcVyMi2tqlvi5oY071xHiW/7+D1F+jZtAZ+/qkqyjpYYdbANhAJBTj7MGtn4EXDOmBcjyZs/kM3XqJRNVf80rYOythbYuTPP6Gqqz2O3n6VLc8L/Na5IZq7l0MFJ2ssGt4B0QmpuP3qE5unf8uaqFzaDi52FujXsiam/a8VNp+6j5R09X+HVHC2webxPSD68qYfAK54PMWMITuxd+1lNo3L4WBjy5/R3LmM2vcCgF3vnmNAJXf0rlgNFSyssLRJexjxBfDwfQcAWNeiM6bVU5xBt+edJ1qUKovfa9RDeXMrTKjTGDVsHLDvg+LwcXMDQ1S1skNFi6wjE8pZWKKqlR1sv4woljY1x5iaDVHd2h5Oxqaoa+eEv9t0Q4ZUilvB6p812detOuY2VHy4IJPLsWj7ZYxb5oFH2c7ys7YwxubpvWFrWbi1nYcveaJ7yxro3LQqyjhZYfqwtjA0EOD83azX3fyRHTGmX1M2/9GrL9CoRhkM7FQXro6W+K1nI1Qpaw+P66/YPEcuv8Tw7g3RrHY5lC9lg/mjOiImIQV3PLPO03vrG4bkVDHmj+yIii42KO1ggfEDmsPJ1hwPX6u3jpTDAeb93gFNa5dj0+ITUjF5vgcmzTuGqBhFR+knu7JY36APeIUc0d/r+wh9y9RBDxd3lDO1wYLaXSDiCXAy8BUAYEXd7phUrTWbf7/fEzS1L4/hFX5CWRNrjKvSAtUsnXDQX3EkhrnAEJXN7VHeNOu4ibIm1qhsbg+bLyOQpY0tMbpyM1SzcISzkTlaObphZb3ueBYdCJ8k5XMw88tSaITdTQbB2ciCTXv3IgAzRu7FsunHIJUUfsqzponFYmRkZNB7HVKiyBmOzjxIwXAYRkOLa9Qwc+ZMdOrUCS4uLkhOTsahQ4ewcuVKXLlyBe3atftu+aSkJJibmyMxMZFGCYlO8Pb2hlQqBZ/PR+XKlbUdDivULxwTm81FfGTW9Mn6nWpj4ampEAgVHZ71x+9i/zVPte/Rv2VNDGlfD9ZmRvgYEo3VR27jXUDWdu87J/VBWGwSFuy7yuZvW6cixmQ7dH5jLofO92pWA6ZGBnjlF4blh24gKNuh84uGdUDTGmVhZCBAQEQ89l/zxIUnXmo/h1K25tg9tR9szRXT4e5dfoMVEw5BLs/6Vfnr1E7o+3tL9utpkkwMuuRRqJG5oVVr448a9WFrZIwPsVFY8OgmXkVnjUQd6dIfIclJmHJXcZxA57JumFK3GUqZmiEgMR7Lvzl0vk/FaljbonOO+6x/8QAbXjyEnZExVjXriOo29jAXGiImPRVPI0Kw8eVD+Ceqt26rY5mK+Lt1N3ZaLcMwWL33Bk5efw0AMBDysWlGH9SspNjp1T80FqOWHEViSoZa9wSAPm1r4Zcu9WBtbgSfoGis238L7z9lve7+ntUX4TFJWLzzCpu/dYOKGNVHcej8liOqD53v0aoGTIwM8NonFKv23UBwRAL79cpl7TG6TxNUKWsPPp8L/5BY7D79GI/eBKj1HKYMaY2+7Wqx1ympYvw15wh8/bM6SC6lrLBl+f9gkW3a9OnA15jpeaZQ+4oOKlcfv7o1gq2BCbwSI7H09WW8ic+atvlfsyEITUvATM+zbP4OzlUw4cuh8wEpcVjz7rrSofM9XWpieb3uOe6zxesOtnjdgYPIDKvr9URFM1uI+EKEpyfiethHbPO+q9bxEsZ8IfY2G4IaloqddP28wzHtt3+RlpLV0WrdpSamLO6pU5u16OrfCfLjKsz76a9lJz/4GQYmgu8XKGLiFAnWNjlPfYMC0GpncMSIEbhx4wbCw8Nhbm4Od3d3TJ8+PV8dQYA6g0T36OIf+ZjQWExsNhcRAdFK6S37N8aMA3+Cl21a4KL/ruH0g3fFHaJOsLUwxr9T+8PZRnHOnud9HywYuTfH6MKfi3uhU/+G7HWiOAP9LxyBV5xyG/8omjq54t8OvWCQ7YiAbcfuY9+ZJ0r5TIwMsG1OP1R0tWPTPvhHYOxyD6T9oFP6/ujdGCN6/MRei8USTFl4HK/fK0+/rFTeHhuW9IexkQGb9p/fEyx7cwU/IgMuHzubDERD2zJsWnBADKYM343EeOU1o90GNMTo6Z0LNY1Xk3Tx7wT5sWmiMzjhQTed6QxuaHKW+gYFoNWPynbv3o2AgACIxWJERUXh+vXr+e4IEkK+Lyk2GTM6LMnREQSA20cfYvPY3Urr4Gb/0gZt6lQozhB1grmxIf7+q5dSR9DrZSAWj/1P5TSzzfNO4e7F14ryBob4r2MfuJpZFEe4OqW2rSN2tuuh1BE8eOFZjo4gAKSkifHXyhMIilCMPlYt54DVE7pDKCjcOjh99L+OdZQ6glKpDPNWnc3REQSAj58iMXPpKYjFik7zkAoNMbZy8xx5Szo+h4v1DXsrdQSjIxIxa9S+HB1BADh75AkObLtVjBESQoj+0J15E4QQjUpLTseszksR+CH3DR4u7LyGf2cfZq95XC6WjeiMn6q45FqmpDEyEGDT+B4o76TY4fKzdzjm/b4H4nTVo1UMw2D11KN4fvcjm2ZnZIKDnfqVmGMn8qOSpQ32dugNY4Fih8uzt99i86Hcz6+MS0zDn8uPIyrbWYP1qrlgydgu4HF1Y+SmOPzcvBr+GtiCvZbLGSzbeAmPnue+7vDVu2DMX30OUqniA4rxVVticPkGRRqrLuEAWFa3G1o7VmLTEuJSMXPUPkRH5L6L8MGdt3HqwMNiiJAQQvQLdQYJKYEyMzIxv+cqfHz26bt5j6w4hWOrz7DXAj4Pa0d3g3s5x6IMUScIvzzXGmUVzzUsMAazf92FlKT0PMtKJTIsGbcf7z0D2LTSpuY40KkvLA1ynhNX0riYmmN/p76wMFQ815tPfLBi17Xvlo2IScKfK44jIVlxTEiLuhUw5/cO0JGZfEWqZb0KmDWiHTttkWEYbNh5Hdfvfn+968Nnn7Bi82V2DSsAzHLvgO4uhT/qRB/MrtkR3bI919TkDMwZ+x9CAmK+W3bHmsu4eubld/MRQgpO25vG0AYy6qPOICEljEwqw7KBG/DqZv7X/v0z/QAu/nOdvRYZCLBpXA9UcC78eXC6isflYNlvndEw2yhoTEQiZg3fhfiY/J2dJs6QYP4fe+Dvpdg8xo0dLdP+2omiYmdknGMU9MnbAMzbeiHHkQu5CQiLw8RVJ5GabWfbzk2rYuKglpoOV6c0qOaCxWOUz6/cdfA+Tl96le86rt7+gM27brJTvDkcDpbW6YY22UbLSqLxVVrgl2yjoOIMCRZMOAg/L9VHiaiyYeFpPLip+ixjQgj5EVFnkJASRC6XY+3v2/Dg9LPvZ/7GhlE7ccfjEXtt9mUdXSlb8zxK6ScOB5jzSzu0rq1YH5kUn4rZv+5CZEjBdtNMTc7AnBG7EZptZKKWnSP+adcTBoU8s08XWRgY4kDHvnDJtj7yrW8Ypq8/A6lMXqC6vPwjMXXdGYgzpWxa/w518FvPn/Iopb+qlXfAygndIBQo1lceOf0M+z0eF7iuExdeYM/hB+w1n8vF+gbK6+hKkqEVGmJsFcW0WqlEhqVTj+KtZ2CB6pHLGayY7oGXT74/a4IQQn4E1BkkpIRgGAbbJ+3DtX131C6/4peNeHblFZtmY26MbRN6w9aicOfB6ZqJfVqge5Nq7HVaihhzf/sXQX7qnXUWH5OCWcN3ITrb8QNNnFyxuVXXQp8Hp0uM+ALs7dAblaxs2TTfoGhMWnUSGWJpHiVz98IrGHM2n1daB/d7r8bo1752oePVJeVLWWP9lJ4wMlSsr7xw/S3+3nNb7Tr3Hn2EY2efs9dCHh9/NxqgdNRCSdDTpSZm1GjPXsvlcqyddwpP7/moVZ9EIsPCCYfh/TZYUyES8sOTg6szD1Iw1GKEaBCXy2Ufxe3A4uM4telioeqQSmRY1HsN3j9UbIzibGOOv//qBXNjw8KGqBN+69wQv7Stw15niiVYNGYffN7mvtFOfkSFxmP28N1IjFPsZtihTEWsatYRJaE7aMDj4Z92PVDbTtHRCI6Ix4SVJ5CcVrjDs++9+ISl/1xVWgc36ZeW6Ny0aqHq1RXOdubYNL03zE0U6ytvP/yI1VsLfyzElt23cOmGYkq4MV+InY0HooKpbR6l9Ec7p8pYUrer0vrKv1dcxK1LbwpVb0Z6JuaMPYAAv0hNhEkIIXqLOoOEaJCbmxuqVq0KNze3Yr3vqU0X8d+CYxqpKyNNjNldluHT6wA2rbyTDTaP7wkjA/1eB9evZU2M6d6YvZZJZVgx8TBeP9bMlLHgT1GY+9u/SM12iHoft+qY91NrjdSvLTwOB5ta/YymzmXYtKi4ZPy54jhiE3Ju5a+OS/c/YP3+W0rr4Gb/1h7N65TXSP3aYmNhjM3Te8PGQrG+8tmrACxee0Gp81sYK7dcxr3Hvuy1pYERdjcdBGcjC43Ury2NbMtibf1e4HEUb1X++/smzh97qpH6U5LSMWv0fwgPidNIfYQQoo+oM0iInru2/w7+nrBHo3WmJqZhZsclCPVTbMxQvawD1o3pBiFfP9fBdWpQGdMHtGKv5XI5Nsw+gUfX32v0Pr7vQrBo9D5kZjsP7tfqdfFX7UYavU9x4QBY0awDOpZRfMCRmJyOv1acQHh0kkbv5XH1JXadVKxb5fO4WDquC+pWKa3R+xQXMxNDbJrWG852FmzaO+9QzF52GhJpzvMr1SWXM1iw+hw8XyvWz9mLzPBv019ga6CfR53UtHTGlkb9Icx2fuWJ/Q9w+B/1psHnJi46GbNG7UNsdPL3M2tI+fLlUalSJZQvr98fdBCSnYzh6MyDFAx1BgnRYw/PPsOaX/8ukrrjIxMxvd1ixITGsmkNKrtg+e+d9e48uGY1ymLhsA5KU812Lj+P66c8i+R+b574Y/mEQ5Ble8M/qW5TDKtaJ49SumlOw1bo51aDvU5Nz8TE1SfxOdvrQpN2n3yEo5dfsNdCAR9rJnVH1XL2RXK/oiIyEGD95J4oX1qxI++ngGhMX3wSGWLV51cWhkQqw6xlp/DBR/EBjquJFXY1HQQzgX5N8a5oZosdTQbCmK9YX3nl9Av8s7bw02pVCQ+Jx+zR+5CcmPb9zBogEAjYByGEaBt1BgnRU69uvcOS/ushL+AOjgURGRiN6e0XIzFGMQLUqlYFzB3cTm/Og6vrVgqrRv4MPk/x6+7Q1hs4s+9BHqUK7/GND1g/8zjkcsX3Z0Gj1uhVQX/WwY2r9RN+q1GPvRZnSjF9/Rl8+BRRpPddv/8WLtxVjNgaGQqxYUovlHGyKtL7aoqAz8OqCd1QvYLi/MrQ8HhMXuCB5GxTiDUtPUOCaYuO43OQYmfbSub22N74fxDx9KPjUcrIArua/AILoWJ95f0bH7Bx0Zk8ShVegF8U5o4/gPRCrn8l5Eel7bMFf+RzBoODg9GyZUtUrVoV7u7u8PDwKFB56gwSokEREREIDQ1FRETRvln++PwT5nVfCUkRjDB8K8grFLO7LENasuIQ9m6Nq2FSnxZ5lNINVVzssH5MNxhk28r/zH8PcGDT9w9G14QbZ15gx9JzSuvgVjfvhHYuFb5TUvuGVK2NqfWasddSmRzztl7A8/dBxXL/Zf9cwZ3ninVw5qYibJ7eG442ZsVyf3XxuBwsHtMZDaq7smkxsSmYNN8DcfGaWV+Zl6TkDEye74GwyAQ2rY51aWz6qS8EXN2e4m1rYIJ/m/4Ce5Epm/bi8SesnOGhsfWVefF+E4LFk44gM1O9nXEJIUQb+Hw+NmzYgA8fPuDq1auYMGECUlPz//eGOoOEaFBCQgLi4+ORkJBQZPcI/BCMWZ2WIr0IRxi+9fHZJ8zvsRKZGZls2qC2dfB7l4bFFkNBlXGwwpa/esFEZMCm3Tj9AtuXnC3WOM7uf4iDm6+z13wuF1tad8VPjrq7Dq57+SpY1KgNey2XM1i+6yruPPcrthhkcgZzNit3Pu2sTLF5Rm9YmRsVWxwFweEAM0e0Q6v6Fdm0xKR0TF7ggfDIxGKLIyYuBZPmHUNMXAqb1sy+AlbX6wmuju5tay4wxK6mg+Biohj99XoTjEUTD0Mi0dz6yu958fgTVs06rjTFW9Pi4uIQExODuDjauIYQUniOjo6oVasWAMDBwQE2NjYF+v1CnUFC9EhEQBRmdFiCpNji2+zgq1e33mPp/zYovUka3a0xBrSqVeyxfI+DlSm2TegFy2xb+T++8QHrZhZs6oSmHNxyHaf33WevDfl87G7XC+42DlqJJy9tSpfHuhadldZXbjp4W2naZnGRSGWYuvY03n9SrIMrbW+JTdN6w9TIII+S2vHn/1qga/Pq7HVaeiamLTqhNG2zuIRFJGLKAg8kZRvR71iqKhbW7lLssXyPEU+AHU0GopK5Yl3oZ99IzB13ABnpmXmULBr3r3/AxiWKEX1Ni4qKQkREBKKi1DvXlBBdxDBcyHXgwTD579osX74c9evXh6mpKezs7NCjRw98/Pjx+wUL4O7du+jatSucnJzA4XBw+vRplfm2bt2KMmXKwNDQEA0bNsTTp+rtmuzp6QmZTIbSpfP/gTN1BgnRE3ER8ZjefjFiQrX3afLDM8+w9rdtSuvgpvZvic4NK2stpm9ZmRph24TesLdUTDV7/fgTlv11sEjXV37PjqXncO2kYsMaE6EQ+zr2RgULa63F9K2fHErj7zbdwM92Tuae049xJNuGLsUtXSzBxFUn4R+i6FBVdLHFusk9YSjk51GyeA3v1hADO9Vlr8WZUsxedgpevuF5lCpa/oExmL74BNKzjej3LVsHU6u31VpM3xJwedj8Uz/UsirFpoWHxGHW6H1ISUrPo2TRunr6BXatv1JkHUJCiPbduXMHY8eOxePHj3Ht2jVIJBK0b98+1ymWDx48gESSc3nOhw8fEBmp+szS1NRU1KxZE1u3bs01jqNHj2LSpEmYP38+Xrx4gZo1a6JDhw5KHxjVqlUL1atXz/EICwtj88TFxWHIkCHYuXNnfpsAAHUGCdELKQmpmNlxKcL8inYtYn5c++8Otk3cq7QObsHQDmhRs5yWIwNMRAbY+ldPuNpbsmk+b0OwcPReSHRgHdCG2cfx8JpihM3K0AgHOvVFKRPtr4OrYWOPXe17wpCv6GB5XH2JnccfajGqLEkpGfhrxQmERSmmWrq7OWHlX90g0IGjTvq0rYlRfZuw11KZHIvWnIPnm+JZX5mX9x/DMXv5aWRKFK//EW6N8btbkzxKFQ8eh4M19Xuhib3iiIXYqCTMHLkP8TEpeZQsHif+e4iju+9qOwxCSBG5fPkyhg0bhmrVqqFmzZrYu3cvgoKC4OmZc6dxuVyOsWPHYuDAgZDJFDOkPn78iNatW2Pfvn0q79GpUycsWbIEPXv2zDWOdevW4ffff8fw4cNRtWpVbN++HUZGRvj333/ZPK9evcK7d+9yPJycnAAAYrEYPXr0wIwZM9C4cePcbqWS7nysSghRKT01A7N/Xg7/N4Hfz1xMTm++BDMrUwye3xdA1nlwK37vgkX/XUN4nHpnz6WlZm3rzuFwIDISfSd3ThxwMK5nE1QqbcemBfpFYu6I3UhPLf6pZqrIZXIsn3AQi3f9ilqNsjaRcTQ2xcFO/TDzwVVIZOqtU0pL+7IlPocDI1HB285EaIB1LTrBVKiYennp/ges3XdTrXiKQnR8Cv5ccRzb5/aHjWXW2Xk/uZfBwtGdcPTKS7XrTUvL+gSYw+FAJCr4WsRKrraYNDj7+ZUMVm+5gntPim995fc8fxWIJesuYP6UruB92VV3cvU2YMDgZWywWnWmfnnNccCBkRo/rwDQu0xtdHCuwl4nJ6Zh9pj/EBEar1Z9RWHvlhswMRPh534NtB0KITpNBg5kOrAm+WsM9evXB4/Hw9ixYzF27Nh8lU1MzPrA0coq587VXC4XFy9eRPPmzTFkyBDs378fnz9/RuvWrdGjRw9MmzZNrXgzMzPh6emJmTNnKt2rbdu2ePToUR4lFRiGwbBhw9C6dWsMHjy4wDFQZ5AQHSbJlGBRnzX48FCzc9g14b+Fx2BiaYyef3YGABgI+Fg6opPa9b179w5A1q5YlSsXftppZEgcZg/fhaSE4jk7LL+kEhkWjt6HFfv+QKWaWXP6y5hb4nDn/mrXqem2u/fiE5bsuFzoejQtJDIBf608gW1z+8PMOOvsvDYN3NCmgZvadWqy7RiGwdZ/b+HSzXeFqqco3H7oA+O/r2LaOMV5m1MKMV1U06+59DQx5o47gAA/3VtHt3X5BRibGKJVZ3dth0IIyadnz57BzCz/s27kcjkmTJiAJk2aoHr16irzODk54ebNm2jWrBkGDhyIR48eoW3btti2bZvaccbExEAmk8HeXvksXXt7e3h7e+erjgcPHuDo0aNwd3dn1yTu378fNWrUyLvgF9QZJERHyWQyrBi8Gc+vvNZ2KLn6e8IemFgYo90Q3TpmIi46GbOG70JspHqjlEUtIy0Tc3//F6sPjoRrRd3aRMbzQzBmbzoHWTFs5a+OT8ExmLz6JDbN6AuRoW6dnfffsUfwOJdzepGuuHD9LUxNDDF6WAu2Q6gLMjOlWDjxMLzfhmg7FJUYhsGaeSdhZGKAhs0raTscQnSSnIFOnPGn7p+usWPH4t27d7h//36e+VxcXLB//360aNEC5cqVw+7du7X++7Rp06ZKezkUFK0ZJERH3ThwD3c98jdFQJvWjPhb6VB6XfDPivMIC4zVdhh5Sk5Iw9rp2tndNC9zNp9DZjFu5a+Ot77h2Hv2ibbDUOLrH4ndhx5oO4zvOnL6GV6/161O15lDj/Hqib+2w8iTTCrH0qlHIdPiJlSEkKIxbtw4nD9/Hrdu3UKpUqXyzBsZGYk//vgDXbt2RVpaGiZOnFioe9vY2IDH4+XYgCYyMhIODsXzYTF1BgnRUeI0sbZDyBe5TK4Tm7NkJ07PuduXLhJn6MZaxuwyxLr1vcyNWKxb32N9aTcAyNCxthNn6FY8uckUSwHaXZSQEoNhGIwbNw6nTp3CzZs3UbZs2Tzzx8TEoE2bNqhSpQpOnjyJGzdu4OjRo5gyZYraMQiFQtStWxc3btxg0+RyOW7cuIFGjRqpXW9B0DRRQjTI1NQUMpkMPJ72dzjUNxwOB0KhEEZGunmguC6jtlMftZ16+Hw++Hw+RGpsWEQIKXm+nvOnbQWJYezYsTh06BDOnDkDU1NTRERk7dhubm6e43ebXC5Hp06d4OrqiqNHj4LP56Nq1aq4du0aWrduDWdnZ5WjhCkpKfDzU2wo9vnzZ7x69QpWVlZwcXEBAEyaNAlDhw5FvXr10KBBA2zYsAGpqakYPny4Ok1QYNQZJESDnJ2dtR2C3jIyMoKZmRmsrXXn3D19QW2nPmo79Whi05gflYGBAXg8Hvh8egtGiDZ93filZcuWSul79uzBsGHDlNK4XC6WLVuGZs2aQSgUsuk1a9bE9evXYWtrq/Iez58/R6tWih2nJ02aBAAYOnQo9u7dCwDo378/oqOjMW/ePERERKBWrVq4fPlyjk1ligr9JiKE6ITvTc8guaO2Ux+1HSlu9JojRDcwBZz23a5dO5XptWvXzrVMy5Yt83WfcePGYdy4cQWKR1OoM0gIIYQQQghRmxwcyHXgnEFdiEHfaH9yLyGEEEIIIYSQYkcjg4RokJ+fH6RSKfh8PipUqKDtcPQKtZ36qO3UR22nHi8vLwCAQCCgdiOEED1GnUFCNEgqlUIq1Z8t5nWJWCwu8Px9koXaTn3UduqRybLOotT2Ycv6KDg4mN11unTp0toOhxCNkDEcyHTg0HldiEHfUGeQEKIT6A25+qjt1EdtR4pbamoqOxpNCCHaRr+JCCGEEEIIIWrTx3MGSRZqMUIIIYQQQgj5AdHIICF6pNuYDug7pRusHCzw6XUgtv75Lz4+88s1f/M+P2HoogFwKGOLUN8I7JpxAE8vvVTKM3Rhf3T6rQ1MLIzx/oE3No35B6F+ETnqEgj52Px4OcrXKoNRtafi0+sATT+9IvXzoEboM6I5LG1N4e8djm2Lz8DnTUiu+Zt2rIEhE9rD3tkSoQEx2LPmEp7d+aiUZ/Cf7dCxXwMYm4nw4UUAtsw/hbDAWKU89VtWxsCxbVC2kiMyxRK8ffYZi8f8VyTPsSj0blcLv3SpBytzY/gFRWPtvpv44J/z9fFV6wZu+KNvEzjamCE4Mh5bD9/Do9eflfL83rsxureqARNjA7z1CcOqf68jODKB/XppB0uMH9gc7m7OEPC58AuKwY7jD/DiQ3BRPc0i0bNzbQzoUR9Wlsb4FBCFjTtvwMs397Zr2dgNIwY1hYOdOULD4rH9vzt47Kncdr8ObIKu7dyz2s47DOu2XUVIeAL79VJOlhgzrAWqV3GGgM/Dp4Bo7D50Hy/f6lfbde3fAH2GNoGltQn8fSLx98oL8HkXmmv+Zu2qYciY1rB3skBoUBz+3XgVz+77KuUZPLo1OvWqC2NTQ3x4FYTNy84hLChOKU+DZm4Y+EdLlK1oj8xMKd56BmDRxMNF8hwJIUQX0MggIXqiRb/GGLl2KA4s8sDoutPh/yYQyy/PhoWtmcr8VRu5YdahCbj8702MrjMND848xYJT01CmmmLDgv7TuqPH+E7YOHonxv80ExmpYiy/PAcCA0GO+n5fNRixYXE50vVB887u+GPmzzi45QbG99iEz97hWLJ7BMytjFXmr1LbFTPW/Q9XPJ5hXI9NeHT9A+ZuHQLXivZsnr6/t0C3IU2wef4pTOi7BRlpmVjy7wgIhIrP2Jq0r46pq/rj2onnGNttA6YM2Ibb514V9dPVmLY/VcJfg1pg18lHGDpnP3yDorFhRm9YmolU5q9R0QmLxnXBudtvMXT2ftx97odVk7qjXClrNs/gn+ujX4faWLnnOn6bdwjpYgk2zOgNoYDH5lk7pQd4XC7GLT2GYbMPwDcoGmsn94SVuVGRP2dNad20Esb+2hJ7jz7Eb5P+g9/naKxZ0BcWuTyH6pWdMG9KV1y4/ha/TdyHe098sXRmT5R1sWHzDOzVAL271MHabdcwcupBZGRkYs2Cvkptt3JOL/B4XEyYcwy/T/oPnwKisWJOL1hZqH6t66Lm7avj98kdcWDHbYz733b4+0Rg6d9DYG6Zy89rzdKYsbwPrpx+gbEDtuHRLS/MW/8/uJa3Y/P0HdYU3Qc2xKal5zBh8E5kpGdi6d9DlH9e21TF1CW9cPXMC4zp9zcmD9uFW5feFPnzJaQkkIMDOaMDDzpnsMCoM0iInug98Wdc2nUDV/beRpBXCDaO2glxWiY6/NpaZf6ef3bBs8uv4LHmLIK8Q7Fv3lH4vfBH93EdFXn+6oKDS0/g0dnn+Pw2CCuHboG1kyWa9KivVFf9jrVQt507dkzdX6TPsaj0HN4Ml449xbWTzxH0KQqb552COEOC9n3qq8zffWgTPL/ngxO77yL4UxT2b7yKTx/C0PWXxmyeHkOb4sjfN/H4xgcEfIzAmmnHYG1nhsbtqgEAuDwuRs3phl2rLuLikScIDYhB0Kco3NOjN5f/61QXZ269xYW77xEQGoeV/15DhliCn1vUUJm/f8c6ePzmMw5eeI6AsDjsPP4QHwMi0ad9baU8e04/wT3PT/ALjsHCbZdgY2GC5nWzjicwNxHBxdEK/517Cr/gGARHJuDvI3chMhSgfCkblffVRf2618P5q29w6cY7BAbHYu22q8gQS9ClbXWV+ft0rYunLz7jyKlnCAyJw+5DD+DjH4leXRRt17drXez3eIz7T/3gHxiNpRsuwtrKBE1/qggAMDcVobSzFQ6eeAL/wGiEhCdg+393IDIUoqyr/rRdr8GNcfmkJ66deYkg/2hsXnIO4gwJOvSoozJ/j4E/4flDPxzf9wDBn2Pw39834ecVjm4DGrJ5eg5qhMP/3MXj29747BuJ1XNPwtrWFI1bVQbw5ed1WifsWn8VF48/R2hQLIL8o3Hv6vtiec6EEKIt1BkkRA/wBXy41S2HF9cVHQmGYfDi+htU/clNZZmqjdzw4oZyx+P51deo8iW/Q1k7WDta4uX1t+zX05LS4P3ED1UbVWLTLOzMMXHnKKwcshniNLEmn1ax4At4qFjNGa8eKqaMMQyDVw/9UKWWi8oyVWq54tVD5em3nvd9UKV2Vn6H0lawsjPDy0eKOtNSMvDxdTAqf6mzQjUn2DiYg5Ez2HL6Txy8PxuLdv2qNLqoy/g8LiqVtcezd0FsGsMAz94FoUZFR5VlqldwVMoPAI/fBKJGhaz8TrbmsLE0wbP3gezXU9Mz8f5TOGpUdAIAJKakIyAsDp2bVYWhAR88Lgc9WtdEXGIqvD9HavppFgk+nwu38g54/lrxPBkG8HwdiGqVnFSWqVbJCZ7Z8gPA05cBbH5He3NYW5ko1Zmalgkvn3BU/5InMTkdgSGx6NCqGgwNBOBxOejeoRbiElLxUcXUb13E5/NQsYojXj75xKYxDIOXTz6hinsplWWquJfGyyf+Smmej/xQxT1rFoSDsyWsbE2V6kxLEcP7bSiq1MzKU6GKI2ztzSFnGGw5MhqHrk3F4i2DlUYXCSGkJKI1gyRXMTExiImJgYWFBRwcHJS+5uPjA7lc/t06nJycYGammMaYnp6OwMDAPEooVKxYETyeYvrT13i+RyQSwdXVVSktMDAQ6enp3y1rY2MDGxvFJ+gymQy+vr55lFDIfk+pVApvb28AgImJCVJSUpTy5nYWYfatxiMiFW98zW1MwePzEB+ZqJQ/PioRpSs7q6zL0sECCd/mj0yAlYMFALD/xmdbq/X12tLegr2eumcszu+4Ch9Pf9i72qq81yc/P8QkmcHU1BTJyclsOsMw7HlkeT3X7DTRdikpihjMLI2y2i5GuZ74mGSUKqf6+VjamCA+JjlHfksb0y9fN/2S9m2dKbC0zfqaY+msqZGDxrfFP8vPIzI0Hr1+bYaVB0bit/arkZKYDrE4k32uutJ2X3+uLUxF4PO4iEtMVX6OSWko42Slsh5rC2PEJaYp509MhfWXKYpf//02T1xiGvs1ABi/3AOrJnbHzV1/Qs4wiE9Kw4SVJ5Gc7cOIuPh4jbddREQEHBwcIBaL8fnzZzY9L1/rS0tVfLZqbpbVdvEJ3zzPhDS4lFLddlYWxohL+KatE1Jh9WVqpPWXf+O/yROXLQ8ATJp3DEtn9cTlI39BzjBISEzD1AXHkZKqaLvg4GBUcDWDjY0NUlJSEBISkmebfftcNf27Lvvv9a8/rwmxys8zITYVpcvk/vOaEJvyTf4UWNqYsF//mqaUJy4FltZZX3N0tgQA/DKyFXauvYzIsHj0HtIEq3YNx4jum5CSlPX3w/vjR/B43EK95r62Sfa2o7+z+f87KxKpnqZOtIuBbkzRZHQgBn1DnUGiUkxMDCIisj5JVvUHTiqV5uuP1LdneDEMo/ah7DKZLF9lVeXJ72HwuT3X/GAYBubm5oiNjVUqxzAMrKyU3wBGR0erPN8s+73k33ljVhx6jO8EI1MRjiw/nWc+qTTre8PhcJSeq1wuz/WNxbftamxsjNTUVKWvqd12cu2fHff1MO6j22/iwdV3AID1Mzyw/94sNOvojktHnwBQ/DzoStvpgqnD2iA+KQ2jFh+BOFOKbi1rYM2UHhg+9yBiv3SG5HK5xtvu688/j8dj68utzb6tj0HOdbbaMHFkWyQkpGHczMPIzJSgSzt3LJ/TCyOn7Eds/Je2k8nZ5yoQCGBlZZVnm3317WsrLi5OZXp2+ft5/f7fkqLG4Wb9vB7ZfQcPbnwAAKybdwr7r0xB83bVcPHEcwBZcTMMt1Cvueyd5q9fo7+z+f87SwjRLOoMEpWy/1HL/qnhV3w+P19/pL6+Ic5+re5BuzweL19lVeXh8/n5Kpvbc80PDoeDxETFSNzXcgKBAHZ2ylONEhISvtt+3GyxJMYkQyaVwdLeXCmPpZ054iMSVJaPj0iAxbf57S0Q9yX/13+zp329/rpTaK1W1VGlkRsuZhxSqmfrsxW4cfAeVg/f+uW5Zn1vhEJhjk98ExJUx/etjIwM9v+Fbjuu4nWXFJ+W1XZfRgfY52ljivjo5G+LAvgywvdl9E8p/5fRwq//WtqYKNVhaWOCT15hAIC46CQAQJBfFPt1iUSG8OA42DlZfElR/DzoStuxeZPTIZXJYWWuvGmHpZkRYr8ZLfwqNiE1xyYvlubGbAfu679W5kbs/79e+wZGAwDqVXNBk9rl0O6PrUhLzwQArN57Aw1quKJzs2rYf+4pAIDL5Wq87b7+/PP5fLbt8ttmnGyfRicmZbWdpYVyW1hZGCEuXnXbxSWk5tjkxdLCmM3/tSNnaWHM/j+rTmP4fc56jdVxd0GjeuXRZdBmtu18dlxH/Vpl0LF1NRw88aXteFz2uRoYGMDOzq5AbcbhcJCUlMReF/7nVTGq+vXn1cJauS0srI1zjNZ/FR+TAgtrk2/ym7Aj91//tbA2QVy20XwLKxP4+4QDAOKis9KDPkWzX5dIZIgIjYeto+L3KJ/PB4/HLdRrLvvo2de2o7+z+f87S3TT1w1ctE0XYtA31BkkeeLz+TmmrgCAm5vqdWrfIxKJULlyZbXKfju1pCC+nc6SXzwer0Dxfv3Uks/n51kuP+3na6+Y5iOVSOHj6Y/abWrg4ZlnALL+KNZuUwNntl5WWf7DIx/Ubl0DpzZeZNPqtHWH12MfAEDE5yjEhsejdpvqbOfPyFSEyg0r4Nz2KwCArX/twd65R9jy1k6WWHFlLpYMWA/vJ4ppPeUrVICNiqmDBWm/r9OlNNF2JiZP2f9LJTL4vg9FrUYV8Oh61if+HA4HtRpVwNkDD1WW93oViFqNyuP0vvtsWu3GFeH1Mms9XERwHOKiklCrUQX4e2W9mTQyNkClmqVx4fBjAIDfu1BkiiVwLmuL954BAAAenwt7Z0tEhcUDAAwMhLk+V221HZd7FYAMUpkcHz9Hon41F9z1zFo/yeEA9au7wOPqK5Vl3/mFo341Fxy9/IJNa1DdFW/9stooLDoRMfEpqF/Nhe38GYmEqFbeESevvwYAGH7Z3ZH5ZnRXLmeQrY8PK0tLjbddYX7XvfVSHHsglcrh8ykCdd1dcf+Jou3quLvi1MUXKsu//xiGOu4u8DjnyabVr+WK9x+zPlwIj0xEbFwK6rq7sJ0/I5EQVdwccfryKwCA4ZddgL8dPZEzjNKb6NKlS+f4XarN33XPbcLZ/0ulMvh6haNWg3J4dCvre8PhcFCrQTmcO/JUZXmvN8Go1aAcTh98xKbV+ak8vN5kHacRERqPuOhk1GpQDv4fs2a8GBkboHINZ1zwyKrTzysMmWIJSpWxwftXWT/nPD4X9k4WiMp2dEflSpXA4+fszGjr51WVkv53lhCiWdQZJESDvrfmpjBOrD+PaXvHwuf5J3x86oeeE7rA0NgAV/bcAgBM2zsOMWFx+HdW1ijeqU0XsPb2QvSZ9DOeXHiBlgOawK1eeWwYuYOt89TGCxg4uzdCfSMQ/jkKwxb1R2xYPB6czupwRgfHIDpbDOkpWaMo4Z8iEROq2WMminL6z6k99zB5ZT/4vgvBxzch6DG0KQxEAlz7MvVr8qp+iI1Mwt61WR3rM/seYNWBkej1azM8ve2NFl1qomJ1Z2yae4Kt8/S++xgwujVCA2IQGRKPwRPaIzYqCQ+vZe0+mJYqxsXDTzD4z3aICU9AZFg8+vzWAgBw79JbaFJRtd3hS56YO7IjvD5H4MOnCPTvWAeGBgJcuJM17XXeqI6Ijk/BtqNZneajl19g25x+GNi5Lh68/Ix2jSqhSjl7rNh9la3z6OUXGNbjJwRHJCAsOhF/9GmCmIQUtsP51jccyalizBvVEbtPPYY4U4rurWrAyc4cD159zhlkIRVV2x078xwz/+qMj34R8PINR9+u9SAyFODi9ay2mzWhM2Jik7Fz/z0AwPFznti0dAD6d6+HR8/90aZZZVQq74DVWxVt53HOE0P6NUJIeDzCIxMxYmBTxMal4P7jrA9m3nuHITk1A7P+6oy9Rx9CnClF1/bucLQzx6Pn/jmDLISi/F13cv9DTFncE74fwvDxXQh6DmoEQ5EQV89kdaSnLO6F2Kgk7Nl8HQBw+tBjrN71K3oNboyn93zQsmMNVKzqhI2LzrJ1njr4CP/7vQXCgmIRERqPIWPbIDY6GQ+/dDjTUsW4cPw5fhndCtGRiYgKS0CfoU0BQOM7itJUR/UlJSWB+fLhRvZ1koQQ9VFnkBA9cefYQ1jYmmHowv6wdLDAp1cBmNVpKRKisqam2rnYKI2mfHjkg+WDNmLY4v9h+NKBCPUNx4KeqxDwXnH49NFVZ2BobIgJO0bCxMII7+57Y2anpZCIJcX+/IryzeXdi29gbmWMX/5sDytbU3zyCsPcEf+yG0rYOVootZ3Xy0CsnHwYQyd0wLBJHREaEIPFY/9DoK9iUx+Pf+7AUCTEn4t7w8TMEO89AzB3xL+QZCrWvuxadQEymRxTVveHgaEA3q+DMWPIP+xmFJpSVG13/fFHWJiK8HufJrD+MpVz4soTiEvK2hjFwdpM6Y3tW98wzNt6ESP7NsGofk0RHJGAaevOwD8kls2z//wzGBoIMGNEO5gYGeCNTygmrDyJTEnWc0hMSceElScwql9TbJ3VF3w+F/4hsZi27jT8gqKhaUXVdjfvf4SFmRF+HdgEVpZZUzmnLDyO+C+b59jbmCq95t55h2HR2vP47Zdm+H1wM4SExWP28lP4HKSYsn/o5FMYGgowZUyHrEPnvUIxZeFxRdslp2PqwuP4/Zdm2LC4P/h8Lj4HxWLWslP4FKD5tisqd6++g7mlEQaPbg1LGxP4f4zAnDH7kRCXNT3WztFc6XXn9ToYK2cdx9CxbTBsfFuEBcVi0cTDCPykmKLtsfd+1s/r3G4wMTXE+5dBmDNmv/LP6/orkEnlmLqkN4QGfHx8F4oZf+xBSrJiKrEmFOXvupIuLCwMUqkUfD6fOoM6Rs5wIWe0f0iBLsSgbziMHn9ElZSUBHNzcyQmJtIvBQ3z9vZmf+HS9I38e/cu61N/TbTbuW1XsGnsLk2EVeQOh+xQOU20IDTZdovG/IdH13X/fDCXCnbYcXFyoevRZNu1+nUT0rXwYUBBDehYBxMGtyp0PZpqu7deoRg749D3M+qAVfN646e65QpVhyZfcwe238KB7bcKVUdxufB8vsppogWhybb70dB7k6JRmPfTX8v2vDYcAmNhEUWYf5LUTJxqt4f6BgVA3WdCCCGEEEII+QHRNFFCCCGEEEKI2mg3Uf1FI4OEEEIIIYQQ8gOiziAhhBBCCCGE/IBomihRSSQSsYu0Sf5xOBzweDyIRCJth6J3qO3UR22nPmo79VC7qY/ajpREcnAgh/anaOpCDPqG3ukTldQ9PPZHx+PxYGVlBTs7O22Honeo7dRHbac+ajv1ULupj9qOEKJLqDNIiAZxuVxwOPSpFCGkZKPfdYSQ7GgDGf1FnUFCNMjNzU3bIegtenOpPmo79VHbqYd+16mPXnPq43K57IMQohnUGSSE6AR6c6k+ajv1UduR4kavOfVR2xGiedQZJCoFBgayG8jQ+sH8o3ZTH7Wd+qjt1Edtpx5qN/VR25GSiKaJ6i/qDBKV0tPTaTdRNVC7qY/aTn3UduqjtlMPtZv6qO0IIbqEJl0TokFyuVxjddXrUAtWDhYaq6+o1O9UGxa2ZtoOQ0nr7rXB5er+p4PtetXTdgg5dGleTdshfJeBkI82P1XSdhhKyrvawq28vbbD+C7XUtaoUtGx0PVo8ndd41ZVYGRioLH6ikrrLjXB5dHbJkJIyUK/1QjRIE2+QXIsZ4/ll+fAxMJYY3VqWvWmlTHPYzL4gsJ/wq3JtmvaoQb+XNxLY/UVhX5/tESf31popC5Ntt2kIa3RvnFljdWnaXweFysndkeNik4aqU9TbWdkJMSa+X3g4mylkfqKgoOdGdYu7Atzs8Kfb6fJ11y5Sg5YtPkXGBgKNFanpjVsUQmTFvTQyMYvmmy7H01ERARCQ0MRERGh7VDIN75OE9WFBykYmqNAyDeCvEPx8ZmfWmVDQkIAZJ0jFfwsUq06qjZyg3OFrE/uy7m7YumFmZjebjEy0sRq1VdUytcqg8VnZ8DQSPGJ/qsXAYiOTlarPqW2C5QUuDyHw0GTpm4QGQkBAB36NkByUjp2r7yoVjxFqfOAhhg2uSN7LZPLccnbFxK5TK36sredl7TgbzRNDAzQrmJ5AACXy8G8kR2RmpaJB6/81YqnqHA4wIIxnfGTexk2jZHFAJn31a7TVJDVdlwuD0y6d8Er4JcDR+AOALAwN8LahX0xdsYhRMWo93NQVKwsjLB2YT/Y2Ziyad6J4fBNilKrvpDkL+3G48I3WL3fTfVtysBBZA4AqF7bFbNX98fCiYcgU+M1XJRq1C2DWSv7gS/gsWlPH/khMTFdrfoUP69cBAcU/Hcdj8tB89ZVwOfzvp+5hElISGCn2Do4OGg7HEJKBOoMEpJN8MdQTG4xDwnRSVqLwdrJEuvvLYZj2awpZ1UbVcL8k1Mxt+tySCXqdRY0rZSbY45Ry5vX32PF0rOQyxmtxVWnbhksWdEPQmHWr7Y+I1ogJTEdR7ff0lpM32re2R1j5iuPMMy5cgMeb95p6A5v1Co1sVljjG3cEADA5/Ow9K+fMXHlSbz0DtFQXIU3/dd2aJtteigjTwQTPxyQflS7TmdF3whMojo1GABWu8ERNgAA2NuaYd3Cfhg36zASEtPUjkuTTIwNsGZBX5R2smTT3sWHYsTDvUiTZRb+BmoO0rgaW2Nvk19hY2gCAGjQzA1Tl/TGypnHwTDa+z2SXcWqTliwcaDSqOUpj2f4e+NVLUYFPLzvg1kLeurFdHjyY9CVUTldiEHf0DRRQr6ICorG9PaLtdoRBIDYsHhMb7cYseHxbFq99jUx8+BfOvGH37aUNVZenQtLO3M27fEjP6xcdk6rHUEAeOEZgGWLTkMmU4wsDJ3YAV0G/qTFqBTqNa+EKav6g5dt3dHym3c12BFU3/p7D7H/xSv22lAowOrJPVCpjJ32gspm7IBm6NHanb1mmHQw8X8UqiOoGWIw8aPASBTfQ5dSVlizoA+Mv4xSa5OBkI+Vc3uhQlnF9/FTchRGPzmgmY5gIQSmxmLU4/1IlmSwaS071sC42T9rMSqF0mVtsGTrYBibGLJp1y6/xbZN2u0IAsCdm17YtOaStsMghJQA1BkkBEB8VCKmt1+M6OBYbYcCAAj3j8TMjkuQHJ/CpjXv0wgTdozUYlSAuY0pVlydCzsXWzbtzesgLJ5/UqkDpk337/lg3eqL7MgCh8PBmHnd0fLnWlqNq2qdMpi9+RcIhIoJGX8/eordzzy1GJWyRddu4cx7L/baxMgAG6b3hqujZR6lit6Qrg0wuGsD9pphMsHEjwUkL7UYVTZMCpi4EWCkn9gkt3L2WDGnNztKrQ18PhdLZ/ZAjSql2LTQtHj88Wg/EjJ1Y9TyY1IExj45iHSpomPapU99DP+zrRajAuwczbFs+1CYWypmPzy874O1y89DRwYtceHsS+zadlPbYRBC9Bx1BskPLzUxFbM6LUWIT7i2Q1Hy+W0QZndZhvRUxafmnUa0wR+rBmslHiNTEZZdmg2Xys5smq9PBObM9IBYLNVKTLm5cukNtm+9wV5zuVxMXtkP9VtoZ2OUclWcsHDnMBiKFCNFB1++xrq7D7QST24YANMvXsVNP8VaQUszI2yc0Qf21qa5FyxCPVu7Y3T/puw1w8jBJEwp1DrBIsHEg4kbDkYWxibVrFYKi6d3VxoJLi4cDjBnYhc0qFOWTYvJSMbvD/9DVIZ2Zz9862VcECY+P6q0Zrbf8GboM7SJVuKxsDLG8u3DYGuvmP3w6kUAlszTnQ+9vjp68BGOHHio7TAIAQNADo7WHzryWY1eoc4g+aGJ08WY220l/F5+1nYoKnk99sWCnqsgyVRsMtB3Sjf8b2bPYo1DaCjAorPT4Va3PJsWHBSLmVOPIC1Vtza2+eqEx1Mc+E/RYeALeJi1aRCq1yubRynNcy5jgyW7f4VJth0cz33wxsJrurOOMTupXI7xZ87jSZBiraCDjRk2zegDSw3sQlkQbX+qhCnD2yitr2SS5gLiy8UaR77JI8DEDQMjU8wwaFSvHGZP6AwNbEJZIFPGtEfrpooPPxIz0zHy8X4Ep8UVbyD59CDKDzNfnICcyepscTgcjJjQHh171i3WOIxNDLH07yFwdrVm0z56hWH+DA9IMnVjzfa3dm+/hQtnXmg7DEKInqLOIFHJxsYGtra2sLGx0XYoRUYqkWJR37V4e8/r+5m16MX1t1g+aCNkMsUbkeFL/oeuo9oXy/25PC7mHpuMmi0U589FRSVh2uTDSEjQjalmudm7+y7OnHrOXhuKhFiwYyjKV9XMsQTfY+NgjqV7foNlth0cb3/6jGkXrkCuK3PNVBBLZRh54gzeRSh2xHV1ssL6ab1hLCqedXCNapbF/NGdwOMq/kzJk1YC6R7Fcn+1yQLAxP8KRq7YTbRt8yqYNLJdsYUwamhzdG1fk71Ol2Zi7JOD8ElSb4fj4nIl7D0WvznPXnM4HIyf0xXN2hXP2ZcGhgIs2jwI5SsrzmEMDIjBrClHkJam3fWV37Np7WXcufFB22EQQvQQdQaJSjY2NrC3ty+xnUG5XI6VQ7fg6UUdWXP0HfdOPMGGP3YorYMbt2UEWv2vaKdRcTgcTNs7Dj/9rPh0PiEhFdMnH0J0lG5NNcvNlo1XceOaYnMPY1MRluweAeeyRfvaNrM0xrI9v8HeWbHe7llwCMadPg+JHpwzlpKZieHHTuFTrGIkqXJZe6yZ3BMGGjhXMi/ubk5Y/ldXCLJtnc+kbAfSdhfpfTVG6gUm/g8wjGKKd/dOtfDH4GZFfuuBvRpgYK+G7LVELsWEZ0fwOj64yO+tCccDPbH+wzX2msfjYurS3qjTqHwepQqPz+dh7toBqFbblU2LCE/AjImHkKTmERLFSS5nsGLxGTx7/On7mQkpAto+W5DOGVQfdQbJD2nz2F24fUS31mt9z+U9t7Bjyn/sNZfLxbS949Cgc+0iu+fYTb+izSDFG9jUVDFmTDmC4CDdnGqmCsMAq5afx+OHvmyahbUJlu35DbaO5nmUVJ/I2ABLdv+K0uUVOzi+j4zCHyfOIkOqW+sr8xKfno6hR08gLEnR8a9dpRSW/dW1yNbBubnaYu2UnjA0UGzlz6QdBpOyrkjuV2QknmDix4FhFFO8B/VuiAE96hfZLbt2cMfIIc3Zazkjx3TPE3gYrV8dhH/97mO37z32WijkY966/6GKe+kiuR+Hw8HUpb1Qr0lFNi0+LgXTJx5CjJrnpmqDVCrHojkn8O6NfnT8CSG6gTqD5Ieze9YhnN9x7fsZddCJ9edxcOkJ9pov4GPuscmo0ayKxu81bNEAdB+rOBhdLJZgzoxj8PPV7almqshkciyafwqvXwWyaXZOlli253eYZdstUBMEQj4W7BiGitUVOzj6x8Zh+LGTSBbr5vrKvEQkp2DIkROITVVMCW5Suxzmj+qo8XVwpR0ssX56b5gaK7byZ9LPg0laqNkbFZfMu2ASp4LJtg5u9LAW6NK2hsZv1bppZUwa2U5pfeWi1+dwLVw/pw5u8LoOjwDlKd6LtvyCsm72Gr/X+Nld0aKD4nuSkpyBGRMPIywkPo9SuikjQ4K5047hkx7+ns4PU1NTmJmZwdRUOxtakdxpezSQRgbVR51BopJMJmMfJYnHmrM4suKUtsMolL1zj+Ds31fYa0MjAyw+Ox0VamtuY5TeE3/GwNm92GupVIaF807irR5/4pyZKcXcWcfh81Gxa2ypcrZY+u8IGJkYaOQeXB4XszYNgnuDcmxaWFIyhh49ibg03Z9qlpuA+AQM+6Yz275xFUwZ1kZj97CzMsGmGX1gba7onDPi22ASpwPQ/Wm1ucq4CCZpAXvJ4XAwZUx7tGzsprFbNKxTFrMndFYarV37/gpOBOn3piJL3pzH5VDFFG9TMxGW/j0EjqWtNHaPX/9qh8596rHXGRkSzJ52FP6fojR2j+KWkpKBGZMOIyRYf2Zw5JezszNcXFzg7Oz8/cyEkHyhziBRydfXF15eXvD19f1+Zj1xcdcN7Jy2X9thaMSW8btx85BiGpWxuTGWXZqNUm6OeZTKnw7DWmHkmiHsCINczmDlsnN4WgLWoqSlijFz6hEEBcawaRWqOWPBjmEQGhR+Hdzklf3wU+uq7HVsWhqGHT2B8GT9mWqWG6+oaPx+/DQyJIpprr3b1sKofk3zKJU/FqYibJrZB462Zmwak/kMTPyfACS5F9QX6UcgT17DXvJ4XMyZ1AX1a5UpdNU1qjhj8YzuEAgU6yt3+d7F3k/6f9yAHAxmvjiJ+1GKv0NWNqZYvn0orG0LPzLUb3hT9BuumAYvkciwcNZxfHgbkkcp/ZAQn4oZE/VnbTchRHuoM0h+CHePP8LGUTu0HYbGMAyDVcO24vF5xYHllnbmWHl1LmxLW+dRMm9NezXExJ0jlaaabVp/GbdK0C51iYnpmD7lCCIjE9m0GvXLYfamX8Djq/8rccy87mjdTbF+M1ksxq/HTsE/Tv+mmuXmeUgYxp4+B0m2GQNDuzXAoC718iiVNyNDITZM740yTorXLSP5ACZ+FICM3Avqm9SdYFL+YS+FAj6WzOyOapXU39m2QllbrJjTS2l95bGAZ9jodSOPUvpFysgw6dlRvIwNYtMcnC2xbPtQmJqrf9RJp971MPxPxQ6vcjmDFYvO4PlT/zxK6ZfIiETMmHQYiTq+6zMpGbQ9NZSmiaqPOoOkxHt+9TVW/LIJcrnubuWvDplUhiX91+HNXUVHzc7FFiuvzoW5TcE/Na/TtgZmHvwLvGw7OP77z22cP6sfO64WRHRUEqZPPoz4+FQ2rUGrKpiyqr9SRzi/hkxoj66/NGavMyRS/HHiDN5H6u9Us9zc8Q/AlPOX2aMxOBwOxv2vObq2rF7guoQCHtZM6YHKZRXrwBjpZzDxIwBG/0dTv8WkrAaTdpS9FhkKsWpeb5RzLfjOtqWcLLFmQV+YmijWV14KfYulby5oJFZdki6TYOzTg/iYGMGmuZa3w5KtQyAyKvhRJ83bV8e4WT8r/axvWH0Rd2/p9jFD6ghij8bQv/XKhJDiQZ1BUqJ9ePQRC3uvhiRTf3ZwLAhxeibmdlsB3xeKT7NLV3LG8stzYFSAA8IrN6yIBSenQph9hOHIYxw6oP9TzXITEhyHGVOOICVFMfrU8udaGDO/e4Hq6TmsKQaMbs1eS2QyjD9zHs+CQzUWq6654O2D+VcVo08cDgczRrRD6wb5XwfH43Kw9M+uqFNFsUMkIwsHEzcckMfmUVK/MUnzwaRfZK9NTQyxdmFfODtY5LsOW2sTrFvYF1YWivWVdyN9MOvFKchRsj70+ipZkoE/Hv2HwBTFa6NSdWcs2DgQAmH+p3jXa1IBU5f2Ulpf+c/fN3Dp3CtNhqtTfLzDMW+6BzLF+v930M/PD97e3vDz89N2KISUGNQZJCWW/5tAzO6yHBmpJfsT0bSkdMzqtBTBHxWdj4p1ymHx2RkQGgryKJmlTPXSWHphJkQmis7jpQuvsHPbzSKJV5d88ovEnBnHIBYr1qX9PLARhk7skK/y7XrXw+8zFSMMcobBtAtXcOvT5yKJV5ccfvUWq+/cZ695XC4WjOmEhjVc8yiVhcMB5o7qhGZ1FGfHMfI4MHHDAHlYUYSrQ+RZO4yKFWt+rS1NsG5RP9hYmXy3tLmZCGsX9oODneJYFM/YQEx+fgxSpmRt+PWtuMxU/PHoP0SkK6Z416xfDrNW9gU3H0edVK3lgjlrBkCQ7ZzMI/sf4tihx0USry55/TIQi+edhEyqx5sxAZBKpeyD6BZtTw2laaLqo84gKZFC/cIxs+MSpCSkfj9zCZAQnYTp7RcjKiiaTXNvXhXzPCYrTfv8lmM5e6y4MhdmVopppXdve2H9mktFGq8uefc2BAvnnoRUqngj3X9UK/Qe0TyPUkCT9tXx1+JeSlPNFly7iXNeH4ssVl2z4/Ez7HzyjL0WCvhYMaE7alTMeyOjyUNao2MTxXEojDwFTNwIQFbyO9FZJGASxoHJVOz26WhvjnUL+8LM1DDXUkYiIdbM74My2dYFeyWGY/yTQ8iQlYCNdvIhLD0BIx/tR7xY8bu9UasqmLSgR57lyrk5YNGmQTAUKaaVnj/9Art33CqqUHXO4we+WL38HBimZI4eE0LUQ51BUuLEhMVhRvvFiItI0HYoxSo6OBbT2y9GfJTiU/OGXepi2r5xKtfBWTlaYuXVufg/e2cd3kTSBvBf6u6Ku1txd3d3PTgOPzjc3eE47NADDnd3O7y40yI16u7etPn+CGQbSJG0pSnf/p5nn7KTd2Znh+xk35lXrB0tFWUPH3iweMHJn86/8mvcv+fO0oWnFPctkUgYPKk1LbqqThDuVLsYk/7spaRor7xxm71Pnv+Q/moSy67dYv/TF4pzQwNdVk7sTNH8qv3ghnatQ9fmQqAdmSwRWcRvIH2V7X3VKGQJyCKGIksR/NQKFbBh+eyuGKrY0dfT1Wbx9E6ULOagKPOKDWWY8y5ipD9RoJ1vwCM2hOH3dhMnFaw+mrarxLBJrVXK5y1gzcIN/TFJZzr/3+VXrP3zfLb3VdO4cuEl6/+6mNPdEBER0SAyH0tdRESDiA6LYUrz+QR6hXxdOAPaj2hBtwntsXKwwP3Ze9aP2cabBxn7J9TvWpMB83riUMgWv3eBbJ2ym/vnlIOuDJjbg1ZDmmBiYcyr269ZM2ILfm6Bn7Wlq6fD2ruLKVqpEMOcJuL+zOu7+u77NoBprRay4upsjD/ka2vcqy5xkXGsGblVIWdqacySCzNwLCIE7nB56cucmUdISVHP1Kx9xyp071kDKysT3N2DWLf6Im9eB2QoX79hKQb+0gAHB3P8/MLZsvE/7t9TTl8x4Jf6tG5bCRMTfV698GX1n+fx85NH56xYqQArV/dV2fbI37Z/8dqq+O+qC8Ym+owd3wqQK4Sj53cmLjaRW+cFZadkxfzMXN8fvXR+SlvvP2KD8/3vul56+jpVZEiNKtgaG+MaHMK8y//xPCDjpNGtShZnbL3a5DM3wysikmXXbnLdw0vxefMSxehdqQJlHeywNDSk3fbduAYLz4S5gT6/161F3UIFyWNmRnhCPJfeurPq5h1ik5O/u/+zLl7BVF+PNqVLAmBmbMDqyV0YNv8AvkGRCrleraowqGMNxblMJkUWOQZSHnza5Dfz9/ZIVvwdQWBIKhXL6LF6oR3VnTLeXTt0KobZS8Pw8pVSvLAui2fY0LqJ4HsXFCJlyoJQLl2PJzIqjXo1DVmz0JbiRYQdpcadfbnurJw3cmg/MzYs+86E6LJoebAcq31IdOTmtaWLO7J4emcmzTtM8odnUVtLwtxJ7XEqX0BRNTAhiqHOOwlPVs/6oWeh6gwsVhsbfRPeRAex+MVZXkZm7Ofa3LEMo0o1Jo+RBd5x4axyucTNdCkfmjiWpnvBqpSxyIOFnhFdr23gTfTnc1xFy3yMLtWE8pb5SJOl8SY6kN+cd5GU9n1mf68i/Rl9by8bavZFX1uuPHfsXZPY6AR2bxR2+2zszFi0cQCW1oIJ7n1nN5ZlYtGrfecqdOtVUzHXrV91kTeuGZs3129UigFDGuDgYIGfbzhbN1z9LFXPgMH1adXOCRNT+Vy3ZsU5/D4kva/gVICVa/upbHvkkG28/c657sSRh5iYGjBwSIPvqici8iVkMgkyDTDR1IQ+5DbEnUGRn4aE2ASmtV7Iexf1c0Q16F6b31YOYPe8QwyvMhmP5+9ZfH46Funyn6WnTK0STNs7lvPbrjK88iRun7jPnGOTKFRWCIrRY1IHOo5uxerhmxldcyqJcUksPj8DXf3PV/9/XdaPMP/MJQp2e+LJzPZLSUoQVs3bDW/BoAW9ADAw1mfh2ekULie8WHq4BzN9ykESE9QzNWvYqDTDRjZh17+3GPbrNjzcg1myoicWFkYq5cuUzcv0mR05f/Ypw379h9s33zJ3YVcKFbZVyPToVZNOnauyeuU5Rg3bQWJiCktW9ERXT74b9+qlL906rVY6zp5+QoB/xHcrgh85ffIJWzcLL5La2lpMXNGTynWLA1CohAPzt/yCobGQpP7gs5cs+e+GWtcDaF2qBNMa12ft7bt02LGH18GhbO/eGSsj1QGAnPI6sqp9aw49f0n7HXu49M6NDZ3bU9xGMB000tXloa8fy6/dUtmGnYkJdiYmLPnvJq237WTSmYvUL1KIJa2bq3UPaTIZE85c4EY6hdTGUp5E3tZS/hLetkFZxvRpoNillsnS5Anlk66pdU2AAydiGD8nlJnjrXh4IT8VyujTqpcfwaGqFYs7DxLoMzyQX3qb8+hiATq0NKHzIH9evk760CcZnQcF4Pk+hWM78vDoUgEK5tOheXc/4uKVfa2G9DHD71lhxbF05vdHBAUgLRRZ+EBkqYLiVLlCAWZPbIe2lnyspv7eijrViyk+D0+K41fnnQSk8537HlrkKcvEsi3Y+OYa3a9v4m1UIJtq9sNKz1ilfEXL/Cyt0pWj3k/odn0jVwNes7p6T4qZ2ilkDLV1eRLuzSqXSxlet6JlPjbU7IdziDu9b26m143N7PO8r3bQmwdhXkx4eAhpmrCA1ee3hnToVRMAc0sjFm0cgH0eC8XnL5/5MG/GEaRq+s41aFya30Y1Zff2mwwf/A8ebsEs/vMLc125vEyb3Ynzp58x/Jet3L75ljmLuynPdX1q0bFrNVavOMfooTtITEhh8Z+9FHOdywtfurf/S+k4e1I+132vIviRPTtucfSg+gtYIiIiPw8aowwuWbIEiUTC2LFjc7orIrmQ5KQUZnVcxpsHmUuM3mVcW85tvcKFHdfwdvVl9bDNJMUn0+KXxirlO41pw4PzTzm04iTer/34d9YB3B570GFUS0Hm9zbsWXgE55MP8XzhzdIB67DOY0mdjsomiNVaVqJKswpsmrgrU/cA8OKmK/O6rUSaLkF4r6md6DW1E3OPTaJ0jeKKcn+/CKZM2EdMjPqmZl26V+fs6adcOPcc7/eh/LXyHEmJUlq2rqhSvnPXajy4787B/ffwfh/Gjm03cHsbSIdOVQSZbtXZs+s2d26/w9MjhKWLTmFtbUqduvLdJ6k0jYjwOMURHZVArTolOH8uc6aa+/c4c2CfEFBCT0+Hmev607BdJRZuG4xpupe+82/eMfPC5Uxd75dqlTnw7CVHXrjgFhbOzAuXSUiR0q286lQNA6s4ccPDi633H+EeFs5fN51xCQqmX+VKCpnjr1xZd+cet728VbbxLjSMUcdPc9XdA+/IKO56+/Dnjds0LloYbTVSa4A8iurI46d47CvskOSxM2f1lC60a1iOKYObK5kry2LmQeIpta71kb82RTCkjxmDeppTpqQ+G5bZYWQoYfs+1Ym212yNpEUjIyaMsKR0CT3mTbamcnkD1m+LBOCdRwp3HyWyfqkd1SoZULKYHn8vtSMhUca+Y8qpLowMtXCw01EcZqYZ++Z+lTQ/ZOGDkKUJOSnr1SjO5NEt+X1oE5o3LKsoj01JZNjdXXjFhqp9uf5Fa3PE+xHHfZ7iERvCvOenSUhNoVMBJ5XyfYvU5HawGzvcb+MZG8q6N1dxiQygV+HqCpnTvs/Z+PY6d0MyztM3sWxL9nrc4x+3W7jHhOAVF8YF/1ekpKkf+OZa0BtmPj2u8IOTSCT8NrEl7XpUZ/66fhQoIihdbu8CmTH5AEmZiKrZpWcNzp16yoWzz/H2CmX18rMkJUpp0Vb1XNepW3Ue3HPn0L67eL8P49+t1+VzXZeqSjJ7dt7C+dZbPN2DWbrgpHyuq/eFua5eCS6cydxct3HtJS6cfZapNkREPpKGRGMOke9DI5TBBw8esGnTJipUqJDTXRH5QMGCBSlSpAgFC349MmBOk5qaysKeq3h69WWm2tHR1aFElSI8viz8wMpkMh5ffk6ZmqpD5pepVYLHV5R/kB9efEbpD/IOhe2wdrTkyWXBzDA+Op7X99woU6ukoszCzpxxm4extP9akrIoH9T9s09YOmAdaWnyFXCJRMIvC3tTuanwnIWGxjDpj72Eh6sfaEdHR4sSJRx5/MhLUSaTweNHnpQpm1dlnTJl8yrJAzx44KGQd3S0wNrahMePhIAicXFJuLr6Z9hm7TrFMTMz5EImlUGALRuvcvb0U8W5gZEek1f2wspO2CG+5fmecafOkZqJYAy6WlqUc7Dn9ntBaZMBd7y8ccqrOgiLU15H7rxXVvJuer7PUP5bMdXXJzY5OVP3k5AiZcjh40omqUXy2TD91xbopIv2mBazCuL3Zqq/yckyHj1Pokk9QTnX0pLQpJ4Rzo9UL2zcfZhI03rKOzjNGxpx94N8UrL83g30hZcJLS0J+voSbt9XNgvdezQGuzLuVGj4nmkLQ4mPz2SUxlR3ZOGDkaXFKopaNi5HlzaVFeeJqSmMur8X1yj1doMAdCTalDF3VFLaZMi4G+pBRcv8KutUtMzH3VBlJe9OiHuG8qqw0jOmolV+wpPj2FV3MNdaTGR77UE4WRX4euWvcNr3OYtfCuk6tLS0GDm1LSXSzRW+3mFM/WM/cbHqz6+Kue6hMC/JZPD4oSdlyuZTWadMubxK8gAP73lQupy8bw55LLC2MeHJAy/F5/FxSbx28aNMOdVzXa26H+a6TCpyMhn8ufQMt66/zlQ7IiIiuZscVwZjY2Pp06cPW7ZswdLS8ouySUlJREdHKx0i2YOhoSFGRkYYGn57rrqcQCaTsXLIBu6cUN/n6CPmNqZo62gTEaRsehURHIVlBjnALB0siPxUPigSqw/yH/9GpPOb+nhuaS+0OXH7SE5vusjbRxmvqqvDtf23WZvOVzA9UVHxTB6/j8BA9UzNPmJuboS2jpZSAneAiIg4LK1Um51ZWpl8Jh8ZEYfVh9D6H+tFhKuSUd1myzYVefjAg9CQrElW/tfKc1zPIAn1E78ARhw7RUpq5kL5WxoZoqOlRVhcvFJ5aHw8Nsaqzc5sjI0J/VQ+Lg7bDOS/qR+GBoysXUMpEIy6RCclMejgUbwiIlV+Lov7B+I2ZPo6oeGppKaCva3yjpy9rQ5Bwap3fgJDpNjZ6nwir01gsPz/sVQxPQrk1WHaojAiIlNJTpaxbF04vv5SAoKE/+uenUzZuc6eK0fyMXm0JbuPxNBv1Of+cd+N9CWyyOHIZJ8rLNK0VMY/PMijsPeZuoSlnhE6WtqEJcUqlYclxWJtoDq1hY2BiUp5mwzkVZHPWP77PrxkQ468f8Qw5124RgWwtdYAChhbfeddfM4+z/use606HU5IcDSTx+0lMiJz0aUVc90n81JEeByW1hnPdZ9eNyLdPPbxr+r5U/X4tmpbiUf3s2auS0uVsWju8c8UVhERkf8fclwZHDlyJG3atKFp06ZflV28eDHm5uaKI3/+b1+VFPk5eXjhKZf+vZ7T3cgUHUe3wsjUkP2Lj2dL+6c3XeLZ9c8jNe7ddYf3XuqbmmkSNramVK1WhPNnss7kKS1Nxl9/nichXjmgikwmY/r5S8Sn/Byh/E309NjStSNuYWGsuZ01+dZC4+JZeOXaZ+WyVD9kMX9myTWyA11dCYf/ceSdRzI2pT0wKeLGf7cTaNnYCK10v5ZD+5nTopEx5Uvr06eLGTvW2HP8XBzuXt8ffOczku9B/IHPis/4vuBG0NvMt59DSD6Ybh3yeshxn6e8jg5k2avzeMWF0qlA5a/U/jY2v72BW3TwZ+X/bPyP4KCfY/HYxtaUKtWLcC6d5UJmSUlOZdXSM7k+B6FIzpLTuQXFPIPqk6PK4P79+3n8+DGLFy/+JvmpU6cSFRWlOHx8fLK5hyKaTrWWTnQb3y5L2ooKjSFVmoqlvblSuaWdOREZpKmICIzE4lN5ewtFWouPf9PvAn48/7hbWKlROUrXKsHZxL2cT97Pv+/WArD+wRImbh+ZqXsC6DOjCxUblP2sfODg+hmaXH4PUVHxpErTsLRUXhm3tDT+bAX9IxHhsZ/JW1gaEx4e++Fzeb1PdxblMp+32aJVBaKjE7hz+91nn6mLrp42M+d0xNBIT6lcIpGwukMbLA0zjlj5rUTEJyBNS8P6k109GyOjz3b/PhIaF/fZrqGNsTEhGch/CWM9XbZ170RccgrDj55CmpY1L4P5LcxZ2PLzBT6Jdl4k5gsgC3w6bKy00daGoBDl3dmgECn2dqoDZTvY6hAcIv1EPhUHO2F3sUpFAx5fLkj4myL4PS3MuX15CY9IpUjBzwM+faRGZfl3wc0zCxYI9JuDUZ/Pitvnr0j7fKr90r6HiOR4pGmpWOsr7zpZ65sQlhirsk5oYqxK+dAM5FW2kSTfxfKIVY707BETiqOhuaoq382U8q0oZmb3WfmIsc2VAraoi2Ku+2ResrQyJiIs47nOQsXc+HEe+/hX9fz5+fi2aF2R6OgEnG9l3VxnZKTHzPld0NbJ8f2Br+Lg4ECePHlwcHD4urCIiMg3kWNPvo+PD7///jt79uzBwODbXqr09fUxMzNTOkSyh+joaKKiojTWFDd90tyhy/vTMoMAL9+DNEXK20ceODUpryiTSCQ4NSmPy13VK/Iuzm9xalxeqaxy0wq4fpAP9AwmLCACpyZCMBAjU0NK1SiGi7M8Ofn637czrNIEhjlNZJjTRKa3WQTAgp6r2D5jX6buqeOoVgyc11Nxnn7cDA31WLi0O4WLZO4lSSpN4+3bACpXKaQok0jAqXIhXF6pDlXv8soPp3TyAFWqFlbIBwREEhYWi1NlQcbISI/SpfOobLNlqwpcuvCC1NSsUWa0tCVMn9mRylUKK8rSj11xG2v+6dYJYz09VdW/mZS0NF4GBlG7oGDlIAFqF8rPEz/VfmFP/AKoXVDZz6pOoQIZymeEiZ4eO7p3JiU1ld+OnCA5kyavH7EzMebfHp2xMxGUh/RjJzHshMR0eqavo6cnoUoFfa7eEpTgtDQZV28lUKuK6t+UmlUNuHJL2ffv8o14aqqQNzfTxtZGh3ceyTx8lkT7FqrNAAGevpSbdTraZzJbk15tJBZ/IpEIymn6wChzK3WgkUOpTF1CKkvFJSqAGjZFFGUSJNS0KcyzCNULrM8ifJXkAWrZFslQXhV+8ZEEJURTyFg56mpBE2v84yO//QYyYGTJRvQunD5tifCdMzMzZPGqXjg4WmTqGh/nOqdP57oqhXB5pTqKtctLP5yqFlYqq1ytMK4v5fNYoH8kYaGxOFUV2jQy0qNUmby4vPx8rmvRpgKXz2fdXKenp8O8pd0pUUrwOdbkpPQWFhZYWVlhYWGR010REflpyDFl8NGjRwQHB1O5cmV0dHTQ0dHh+vXrrFmzBh0dHVKz6MVERD38/f3x8fHB3z/j3Ek5xeHXL5l547LSD9a4zb9Rr2vNTLd9ZNVpWg9pQrP+DShQKi9jNvyKgbE+F7bL0w1M2jGKXxb1VsgfW3OGai0r0fWPtuQvmYd+s7tRompRTqwTkhkfW32G3tO7UKtdVQqVK8Ckf0cR5h/B7eNyP8cQn1C8XvkoDt+38pf6APcgQv3UTzPRpG89RqwepDhPS0tj1dhd3DjxSFFmamrI0hW9yJP3y/66X+PIwfu0blOJZi3KU6CgNb//0QoDQ11FZM/J09ox+NeGCvmjhx9QrXoRunavTv4C1vQfWI8SJR05cUzo29FD9+nTvw61ahencBFbJk9rR1hYDLdvvVG6tlPlQjjmseRcFpmISiQwfmIb6tYXAvxER8YzZcQu/LzDFGUVHB3Y2Lk9etqZiCIJbHvwmB4Vy9OpXBmKWlsxr0UTDHV1OfxCbtq7vE0LJtSvo5Df8egJ9QoXZHC1yhSxsmRMnZqUc7Bn1+OnChlzA31K29lSzEbui1XYypLSdraKHUUTPT129OiMoa4uU89dwkRfDxtjI2yMjdBSM5oogIWBATu6d6ZAuhc1l6fezB6zh6REYddMYtwfjEepfZ2PjP3Nkq17ovn3YDSub5MZMTmYuPg0BvaULxQOGB3ItIWCKfSYIRZc+C+OPzdG8PpdMnNXhPHwWSIjfxH6e+hUDNfuxOPxPoUT52Np0cOPDi2Nad5Qrgy6eyWz4M8wHj1LxMsnhZMXYhk4Joj6NQ2pUEYftdGthMTibyQSYYFh6+OH/HXvjuJcR0ubFVW6UcOmsKoWvpmd7nfoUrAy7fNXpLCJDTMrtMVQW4/jPvL8qAudOvF7aWFnd7fHXerYFaN/0doUNrFheMmGlLXIwz5PITWBma4hJc0cKGoqX1wqZGJNSTMHpR3FHe636V2kBs0cy5Df2IpRJRtT2MSGo96PM3U//YrUYljJhopzqTSVmctO8vCZ4F9pY2PK0r96Y5WBb9+3cmT/PVq3c6JZS/lcN2aCfK77GNlz0ox2/PKb0Jdjh+5TrUYRuvasQf4C1vT7pR4lSjly4shDJZneA+pQq05xChWxZdKM9vK57uYnc12VD3PdqaeZuoePaGtrMWNeJyo6CYHiAuKj6H9zJ0EJWeN7LfL/w8c8g5pwiHwfOZZ0vkmTJrx4oRysYNCgQZQqVYrJkyejnckXLJGfkwse75j83wVSZTLM9A2YVLMeII8eN3X3GOKjE3h0UX2l4PrBO1jYmjFgbg8sHSxwf+rFtFYLiQyWB1mxK2CDLF2iYhfntyzus5qB83sxaGFv/N4FMKfTMrxeCSvmB5adwMDYgLGbfsPEwoiXt14ztdVCUpKyz+esVvuqTNw2Ml1ONxmbZx7m0n5n/jtyHyNTA6o2lpuOWlmbsGxlL34ftZOw0G83+0rPtf9cMbcwYuAv9bG0MsbdLYipEw8oAifY2ZkpJXh2eeXHovknGDS4Ab/82hA/3whmTz+Ml6dgQnZg310MDPUYN6EVJiYGvHzhw5SJB0hJVl4oatWmIi9f+OCTTlHLDMNGNqVFKyHianxcEtN/38NbF3+mjtrFyi2/YGsvVzZqFczP6g5tGH38tNomlmdfv8XayJCxdWtha2yES3AIvxw8Rli8fMcrj5kpaekWPp74BfDHqXOMq1eb8fXr4BURyfCjJ3kXKtx/k2JFWdamheJ8TYc28r+3nFlz+y5l7e2olEe+E3D1t1+U+tNgwz/4qWERYKyny9ZuHSlhK+z8eLwNZNbo3cTGJLJo8kFmruiJjq58btcyHUOaLBrid373tT7So4MpoWGpzFkWRmBIKpXK6nF2b17sPwSJ8fGTKvn61a5myO6/HZi1NIzpi8MoXliXo9vzUK6UoMQFBqUyYU4oQSFSHO106NfNjBnjhAAneroSrtxMYPXWSOLiZeTPo0PnNiZMH5uJBRWdEkgstyDREsx/D7x6waJbcn9oM30DBjvJ067oaeuwpnovBt/594tJ4r/EBf9XWOkZM7JkY2z0TXgdHciwu7sIS5I/r46G5kqLbc8ifJjy6DCjSjfh91JNeB8Xxu/39+MWI/jnNXIoyQKnTorzFVW7A/D3m//Y8OYaIFcq9bV0mFSuJWa6hryNDmSo805844WUGt9Lx/xOTCwrfNfT0mQsXHOO63ffcf+pF6vmdqdsCfl3PU9eS5b82Zvxo3apnUrn+lVXLCyMGTCkgWKumzZ+vzDX2Zsr/0a89GPx3OMM/LUhg4Y2xM83nDlTDynPdXucMTDQZeyk1oq5bur4/Z/NdS3bVuTV86yZ6yQSmDi9HbXqCpGyw5PiGHRrN56xYQy+vZvd9QdioafZQeREREQyj0SmQfYADRs2pFKlSvz111/fJB8dHY25uTlRUVGiyWgW8/r1a6RSKTo6OpQqlTmzpKzijq83A08fITldTqqpterzm5OQ6yohLpEpzefj4px7Ay1klooNy7Lo7DT0DIQdhj0rTrN7+RnFub6hLgsP/k7Z6kUVZe+9Qhg3ZjfRUcpmdP9P9O1fh4GDGyjOk5OkzBi7h2cPvRRlBQrbsGLzIMzT5Rs89tKFSWcuqJk6O/ejp63N1q4dqV1IMF/19w5j/KB/iAgTFhgat6nIhPmd0PqgoclkMnni+cTjP7rLmoN2fiRW+5BoC75uZ9+9Zcz500qLAEubtqBbGcHcPDI5noG3t+Eeo+yD9/9EE4fSrKzWHW2J8H36c/Nljp8XFgRNTQxYt6AHRQoK5vAuL32ZPG4viQk/RxAodRg5rjkduwi5bmNSEhlwcxevIgVz84qWedlerx/GOpkzh89KkpKSkMlkSCQS9PUzsRMvokRm3qc/1q16dCw6xjn/fyKNS+Jh579E3eA70HxvYRER4GlQAEPOHlNSBAEWO99gn4uQV87Q2IAFp6dSuHzmc1flRkpULcq8E5OVFMETW64qKYIASQkpzO6zHo90fi4FC9myaGkPDA0154f/R9KhUxUlRTBVmsai6YeVFEEAb89QZozZo5SvrFO5Msxo0vAH9VSz0JZI+Kt9ayVFMDQomqnD/lVSBAGunnnGxuXnlPzgJOaLQL/JD+2zxqBlh8Ryu5IieNPbi3EXzigpggBTr1zkgrsQNMRCz4hNNfuT18jiR/VWo6hhU4RlVboqFEGArXtvKymCADGxifwx9zD+6YKAlSmXj9kLu6Kr+/9pgTRgSH0lRTAxNYXhzvuVFEGAZxF+jHQ+QHKq6lQtOYGnpydubm54eoqpMEREsgqNUgavXbv2zbuCIv8/vA0PZeDpI8RLVa/iTrt2kTNugm+FqaUJSy7MIE9R+x/VRY2gQOm8LDo7DSNTwazn8sG7bJxxSKV8XHQCM3qsxc9DMPUqVToP8xZ1RVfv/+slqWmzcoz6vbniPC1Nxp8LTuJ8/Y1K+beu/syZsF/JD25AVSdG18m832puQgIsbNmM5iWKKcqiI+OZNvxfgvwjVdY5ue8euzf8J7Qh0UFisRr0/r/GDomFXBHUEZToxwH+DDt9ghQVJsdpMhm/nzvDbR/BD87e0IwttQZgo//t+f5+BipY5mNN9Z7oaQueLvtPPGDnYdWpUcIi4hg35xCh6aJzVq1ehKmzO6Kl/f/lX9SlR3X6DqynOE9JS+X3e4d5EOqtUt45xJPxD45mWaRhERERzUOjlEERkU/xiY6k36nDRCZl7N8hA8ZePsN1b2Gl0MrBkiUXZ2KdJ3OBUXIL9gVtWXJhJuY2gkmE87lnrBq764v1IkKimdZ9NSH+gs+OU+VCzJj1//OSVKt2cSZOaavkX7npz/Nc/kpAmuePvFg07TBSqbBb/XvdWgyoUik7u6tRTG3cgK4VhLQl8XFJzBi5C2+PL5su7tl8jWO7hcAoEokeEosNoFv+C7V+IiTGch9B3eKKItfQEH45eZQEaca7MMlpqfx2+gRPA4UdnPzGVmys2Q8z3f8P365ipnb8XaMPRjqCOdqZyy9Yv+PL+Wb9g6IYP/cw0TGCGXy9hqUYO7F1tvVV02jRugK/jRICA6XJZEx5dIJrgV9OU3HR/zUzn5z+bLdaRCQ9OR00Rgwgoz6iMiiisQTHxdL35GGC4r4e1CQlLY1h50/wKEAIqOBY2J4lF2ZiavVzr5pb2puz5OJMbPNZK8qe3XrD4t+2kvYN4ceDfcKZ3mMNUelM+urUK8mESW3IRGDJXEHFSgWYOaeTUn6tPVuvc/zA/S/UErh78y1/zjupFBxnRpOGdCpXOsv7qmmMrFWDX6oJycKTk1KYN24vbzNIJ/Ipm1ac5+KJJ4pziZYxEsutoFPsC7V+BvSQWKxHoifkDPSKjGDg8SNEJyV9oZ6c+JQUBp04ypswIUpqSXMH1tfog6F2xrkQfwbyGlmyuVZ/zPUEf91rzm9ZtuHiN9X38A5l4oKjxCckK8pata3E0JE/v5lynfolGTe5jdKi1/xn5zjt8/Kb6h99/5SlLy5qdNoJERER9RCVQRGNJCoxkf6nDvM+OvKb6yRIpQw8cxSXUMHssVDZ/Cw6Ow1Dk8wnCNdETCyMWXx+BvmKCzmi3jzxYm7/DaQkfbufh8/bQGb2XkdculXz5i0rMHzU54nDfxZKlHRg/uJu6OkLpmbH999j1+Yv7zB8ypVzz9n453klP7jFrZrTtHjRr9TMvfSrXIlx9WsrzlOlqSyZcpin97/Pj+evuce5c9VVcS7RskRiuQ2082VZXzULbXkeQX1h7AJjY+h//DAh8aqTlqsiKimRAccP4x0VqSirZJWfv6r1RFfr5zTxttU3ZUut/tgamCrKHjz1Yt6fZ5QWY76Gy9sApi89QXKKMD9261WTXv1qf6FW7sapSiGmzemItrbwyrfa5Rp7PR5+odbn7HC7x4Y3N7O6eyIiIjmMqAyKaBzxKckMOnOU1+GhXxf+hJjkJPqfOoxnpGD2WKp6ceYen4Su/s+1am5gpM/8U1MoWrGQouz9mwBm9lpHQtzXdxg+5d3T98zrv5HkdH5wnbtWp9+AulnRXY2iQEFrFi/riZGRYGp26cwzNqw8/4VaGXPiwH12bb6mONfR0mJ1+9bULJA/40q5lPZlSjGraUPFeVpaGqvmnuDOf64ZV8qAtDQZiycf5Mk9d0WZRNsBieUO0LLNuGKuRILEbAESA8E3NSIhgQHHj+CrRiqP4Lg4+h87THA6y4nadsVYUrkLWvxcW/pmuoZsqtWP/MZCio+Xr/2ZtuQ4KdLvz0n88Nl75v15Bmk6y4lffmtEu46Vv1Ard1KqTB7mLu6Gnp6w6LX9nbPaSt1ql2vscX+QVd0T+YmQySSkacAhmol+P6IyKKISLS0txfEjSUqV8tu5EzwOUj/ZfWhCPH1PHSIwVkia69S4PNP3jUVL++f4yuvoajPr8HjK1RHSfgR5hzG9+2piIr59h+FTnt95y+KhW5GmCC9YA36pT6cuVTPVX03C3sGcpSt6KaWGuHP9NX/OP5GpdvdsvcHRvUIAC30dHTZ1aU8Fx58nkFHjYkVY1qaFcv7KFee5nIkk2Ckpqcwdu4/XL4TcnBKdAkgs/wGJeWa7rDFITKcgMeqiOI9NTuaXk0d5F65+zjjv6Cj6Hz9CZGK6Hf08ZZlVsV2m+qpJGGrr8XeNPhQ3E54j9/chTFxwhMTvsH74lOt337H8b2Wzx1F/tKRR07JfqJW7KFTEloUremJoJESIPuz1hCUvLmWq3XnPznHS+8XXBUVERHIFP8ebsUiWU6JECcqUKUOJEiW+LpxFpKalMe7yWW76vv+68Ffwi4mm76lDhCfEK8rqdKzOH1uGKV5kcytaWhKm7BpDtZZOirLw4CimdV9NWGBUptu/e+E5f43bRVq66HEjRjejafNyX6iVO7CwNGLpyl7Y2gmBdp4+9GTRtMOkpWbeF2bTqgtcOv1UcW6sp8c/3TpR1Noq40q5hOr587G2Qxt00i0Q7d18jeN7VUdw/B4SE5KZOWo3Xm6CibdEtxQSy80g+QkCoxiPQGI8SHGaJJXy2+kTPAsKzHTTb8NCGXzyGHHJgh9cl4JVGF+m+Rdq5Q50tbRZXb0nFa2EHXa/gEj+mHuYWDWsHz7l7NWXrN9xTaEQamlJmDyjPTVq536/VQdHC5b82QszM+H5uejnyszHp7Ok/SmPjnM1QHW0ZRERkdyFqAyKaAQymYxp1y9x1j3rksW7RYQz6MxRYtO9JLUY2IhhKwdk2TVygt83DKVBd8G/JSYyjhk91uLvmXXJp68cusemGYeU/OAmTm5LrTrFv1JTczE20WfJ8l7kyycoZm9e+TFn/H5Skr/f1Cwj/lxwkjvXXivOLQ0N+bdHF/KZ597kt+Uc7NjcpQP6OoKp2Yl9d9mVLkVEZomJSmD68H8J9BNMvCV6Tkgs1gO52MTbqC9apmMVp9K0NH4/fwZnX9Wh/NXhSWAAw8+cJCldJNKBxeowpHi9L9TSbLQlWiyr3JVatoLvbWh4LOPmHiI8E9YPn3Lg5CN2Hb4nXFdHi5nzO1O+Uu7NVWtlbcKyv3pjbSP4V94J9uCPB0dJI2sCwKTKZIy9d4T7IV5Z0p5I7kcGyGQacOT0QORCRGVQJMeRyWQsdr7OAdesNzt5FhzIr+eOkZjuJanz2Db0mdHlC7U0l8GL+9D6VyGoS2JcEnP6/o2ny7dFcPweTv5zjT0rhGT12jpazJzTiUpOBbP8WtmNgYEuC5d0p1hxwdTsvUcIM37fQ0J88hdqfj9pqTIWTTvMk/seijIHUxN29OiCjbHRF2pqJkWtrNjWrTMm+oKp2eXTT9mw9GyWXyssJIapv+0gLEQw8Zbo10VisZJc+XNl0B6J6UzFaZpMxtQrF7no4Zbll7rl855xF84q5YP7vXRTuhfMfSbeEiTMrtiepnnKKMqiohP4Y84hAoIyb/3wKVv23uLYOSGyrb6+LvOXdqdYidxn4m1qasCSVb1wzCukVXoa7stI5wOkpGXdohdAUpqUYc77eRmhvluHiIhIzpMLf11Ffjb+fnyfzU+/L6rZ9+Ds58PoS6eVXpIGzutJx1Gtsu2a2UH3iR3oObmj4jwlWcqCwZtxeeCRcaVMsmfFGY5vvqo419PTYd6irpQo6fiFWpqFjo4Ws+Z2plx5wdQs0D+SaaN3ER2V8IWa6pOSksqcCft5nS7NQiFLC3Z074yZvv4XamoWecxM2dGjM1ZGgqmZ87XX/Dn7eLZdM8A3gukjdhITJZh4SwxaIjGbl23XzBb0GyExX6LkX7nw5jWOuL7Ktkued3/H9KuXlPzgpldoQ6u8ucvEe3zZ5nQqIJjBxyckM3HBETx91Pev/Bqrtlzh0g0hCJKxsT6LV/YifwHrL9TSLAwMdVmwvCeFi9gpyt5EBTH09l7iU1O+UFN94qTJDLm9F/eY7w/4pg5FixalZMmSFC3680Zrzq2kIdGYQ+T7EJVBEZUEBgbi5+dHYGDmfVq+xO6XT1l+L/tDVV/ydGPSf+eVkuaOWD2IJn1zhxlVm1+b8uvSvorz1NQ0lo/czqP/XLL92ptmHuLSAWfFuZGRPouX96BAQc1/SdLSkjB5enuq1xReHMJDY5k6ahehwTFfqJl5EhNSmPH7HrzcBT+4Una2bO3aEUNdnS/U1AysjYzY2aMLjmaCqdmzBx4smnTwm/JXZgavd0HMHL2bxHT54CRG3ZGYTsrW62YZutWRWKxBIhH+n9c9uMv2p4+z/dKHXF6y+NZ1wQ9OosVCp87Us8sdJt6/Fq/PgKKCGXxSspRpS47j+i57f4tkMli4+iy3HwiRbS0sjVnyp7KPsaaiq6vN3EXdKFMur6LMJy6Cwbf2EJWSmK3XjkiO55dbu/GLj8zW6wDo6uoqDhERkaxBVAZFVBIZGUlERASRkZHZdo0T71yZeeNytrX/KUffuDDv1n/KfnDbRlKrvWabUTXoXosxG35VnMtkMtZN3MvNk9n/YvmRv8bt5s7Zp4pzc3Mjlq3sjb2DZkd7HDOuJY0aC6ZmMdEJTBuzG3+f8B9y/ZioBKaN3q3kB1c5Xx7Wd2yHrrbm5oMz1ddne/dOFLISTM3evvJjzu97SUlWP4Lj9/D6uS/zxu0jOd31JMZDwHjoD7m+2uiUQ2K5EYlE2AH+99ljVt2988O6sPXJI/5+eF9xrqulzZ/VelDZSrP94HoUqsaY0kICeGlqGnP/PM2j51nnX/klUtNkzFpxiicvhci2dg7mLP2rNxYWmmviraUtYersjlSuVlhRFpQQw8CbuwhJiv1CzawjMCGaX27tJiwx6/w5RUREfgyiMiiSI/z33oPxV879cEffHS8es/qhsMulraPNjP3jqNhQM8OJV2tZiSm7xiil+Ni24Djn99z+of1IS01j8W//8PSmEBjFxtaUZSt7YWll/EP78q0MHtqQtu0FU7PEhGRmjduH57ugH9qPsJAYpozcRViosBNZv0ghVrZtiZYGRrY10NFhS9cOlLEXTM3euwczY+SuLPev/BqP77qzbNphUtPtRGqZTgDDXj+0H9+MdhEkVluRaJkoio6/dmHu9awLtPOtrHS+xe7nTxXnBtq6rKvRh9Lmmmni3TpveaaXb6M4T0uTsezvC9y8l/X+lV8iOVnKlEXHeOMuzBP5C1izaGVPjIw1z8RbIoFxE1tTr6GQZigyOYHBt3fj+wN26tLjFRvO4Nt7iE7O3p1IEc1E9iHHnyYcIt+HqAyK/HDu+/sy7PxJJR++H8lfD+6w7dkjxbmegR7zTkymeJUiOdKfjChbpySzDk9AJ51J4cE1Fzi87mKO9EeaLGVu/428eeylKMubz4oly3tiYmKQI33KiB69atKrj2BqlpKSyrxJB3F57vOFWtlHgF8E00fvVvJRbF2qBPOaN/lCrR+PrpYW6zu2pWo+wdQs0C+C6cN3Eh0Z/4Wa2cetyy6sWXBSyQ9OYjYbDNp8oVYOoJUHidUOJFpCtNrLHm5MvHQ+x7o0+9oVTrwR/OBMdQ3YULMvhYw1y8S7gX0JFjp1UvKvXLfjGueuZp9/5ZeIT0hm/LzDvPcVfBSLl3Rk/tLu6Otrlon30JFNadm2kuI8TprM0Nt7eRedddGlvwfXqECGOe8jQZo9Porh4eGEhoYSHv5jrDtERP4fEJVBkR/Ky5AgBp89SlLqjzE1y4h5t//jyGvhRcPI1JDF56ZToHTeL9T6cRSpWJAFp6ZiYCSsRJ/deZPtC4/nXKeAxPgkZvZex/s3AYqyosXsWbi0OwYGmuHD0bptJX4d1lhxnpqaxtJZR3l01/0LtbIfT7dgZo3bq+QH17NSeSY1rJuDvRLQkkhY0bYlDYoKpmYRYbFMG/YvocHROdgzuHDsMVtXXUhn4q2FxHwZ6DfI0X4p0LKWK4LaDoqiu74+jDp3mlRZzgU6lwETL53nqqcQZMpa34TNtfrjYKgZJt5VrAuyomp3dLQEs+mdh+9y6NSjL9TKfuTRSw8TFCJ89ytUKsDM+Z3R0dGMV6fe/evQtWcNxXlyqpSRzgd4FpH10aW/h0dhPoy5d4jkLI5eChAcHExgYCDBwcFfFxYREfkmNGNGE/m/wD0inAGnDxOT/GNNzTJi0n/nuegpmCCZ25ix5MJM7Ava5mCvIG9xR5ZcmImJhWB+ee3YA9ZN2peDvRKIiYhjevfVBL4XoseVLZeP2fO7oKubs35wDRqVZux4IUqsTCZjzeLT3Lyc/YF2vgXXF77MnXhAyQ9uaI1qDK2R836rc5s3pk3pkorz2OgEpg/f+cP8K7/GkZ13OPDPDcW5RKKLxGIt6FbJwV4BElMklv8g0SmkKHoeFMivp46RnJr1L8PfizQtjZFnT3Hfz1dR5mhkweZa/bHSy1kT79Lmjqyr3hsDbWEh6cjZx2zd+2PN4DMiOCyGcXMOEREp+MHVqF2cidPbo6WVs6Zo7TpVYdDQhopzaVoafzw4inOIZ851Kh03gtyY8vA4qbKcsQAS+fGkySQac4h8HxKZLAeXLTNJdHQ05ubmREVFYWam+dG+chOvX79GKpWio6NDqVKlvl7hK/jHRNP12D78Y7M3guP3oqelzY62XaidTwisEOoXhtcr3y/UyhgvLy8AtLW1yZ8//5eFM6BIhQJYOQiBO+5ffsm8ARtIlWrWj6pjIVtWnBqPlZ2ww+DhHkx4uHoBCzI7dhIkVKhUQEkh3br2Eod2/rjAHd9K3calmbaoK9rawnqc83sftU2nhbHTIn/+7w8SYqKnh1NewZcsMSGZacP+xeVZzpjVfolR09rStnt1xbksLRZSnqrdXqafWe18SoqgW3gYPQ7vJyJRs/ymTPT02Nu5O+XshNx5vnEReMepl64hK+a6shZ5MNcTArNcvO7C/L+yPn9lZile2I4183tgks5n8M1rf2Ki1fs/zuzYaWlJcKpSSGFWmyaTMf3RSY56P1OrP9lJz8JVmFOptaKvmSWr301E5GTmffpj3XIHJ6JtlPN+tanxSbzsvlzUDb4DzTJ+F/kpCY2Po++pwxqnCAIkp6Xy67lj7GnfnUr28pdhm7zW2ORVz6fG4KVcEcmqH6qXd9+xaMhmjVMEAQK8QpjefS3Ljo/D9MMuZpGidhQpaveVmqoxMJT7pMnHLvP+mwd23NJIRRDg1lVX1iw+zdjp7RQvSbUKqvdCDWAZJ3+2dHR0KFW4YKb6lpIiZcGE/RqpCAKsX3wGY1MDGrWqACAP1qKvvqltXIoFADoyHST6mXtmfaOj6H/ssMYpggCxyckMOnGEA117UsRS7teYz9iSfMaWX6mpGrNg+T3q6OhQyq5Ypvt3+4E7i9acy3Q72cE7z2AmLzzKytldMdCX72KWLJVH7fYMjLJurpPJZCx9cVEjFUGA/Z6PMNc14I9ymuUfLZL1yGTyI6fRhD7kNkQzUZFsJSElhYFnjuIRqRmmZqqIS0lh4OkjGtdHL1c/Zvf9m6SE7HHEzwq8XP2Y3edvkpM0q4/nTzxm2/orOd2NL3L+xBO2a2AfV8w8xsPbPzaC4/cgk8lYMfMoD++8y+muKBGRkEC/Y4cJjPsxofzVIexDH4NiNauPz139mLX8JKlpmvsW99zVj5nLlAMZaQJb3t5mh9u9nO7GF9n09jY73t3N6W6IiIhkgKgMimQrQfGxvAz5saH81SEyKZFHgf453Q0lXt5zIz5G83YYPsX1oQcxEZqVW+reLc1SFDLC+cbbnO7CZ9y7/ianu/BVUqVpPNIwhdUjMpz3UZE53Y2vEhAbg2tozkSazIhHz9+TnJLz/pVf4+5jT41TWK8GaN4cooqrgbmjnyIi/4+IZqIiKjE1NSU1NRVtDU6MrYlIJBL09PQwMtLcBMWaijh26iOOnfqIY6ce4ripjzh2Ij8jmpLjTxP6kNsQlUERleTNqxkpFnIb2tramJubY2ennt/c/zPi2KmPOHbqI46deojjpj7i2ImIiGgSopmoiEgWoq+vL+6mioiI/PSIc52IiIjIz4G4MygikoUULlz460IiKhFfLtVHHDv1EcdOPcS5Tn3E75z6fBw7HR3x9VXTEM1Ecy/i0yQiIqIRiC+X6iOOnfqIYyfyoxG/c+ojjp2ISNYjKoMiKnFzc1Mkdi1WLPM5pP5fEMdNfcSxUx9x7NRHHDv1EMdNfcSxE/kZSZNJkGjArlyaBvQhtyEqgyIqkUqlSKXSnO5GrkMcN/URx059xLFTH3Hs1EMcN/URx05ERESTEAPIiIhkIampmp8rS0RERCSziHOdiIiIyM+BuDMoIpKFyGSalZA4NyG+XKqPOHbqI46deohznfqI3zn18fHxUeRAzp8/f053RyQdMpn8yGk0oQ+5DVEZFBER0QjEl0v1EcdOfcSxE/nRiN859YmLi1P4W4qIiGQN4tMk8sPpV64Sv1Wqhq2RMa5hIcy+eYVnwYEZyrcuWoLx1euQz9Qcz6gIljjf4Jq3p+LzFkWK06dsRcrb2mNpYEjrA//iEhai1MaiBs2ok68g9sbGxKWk8DjQnyXON3CPDM+2+8wO2g5qQNcRzbC0M8PDxZcN0w7w9sn7DOXrtqtM/8ntsM9vjZ9nMNvnH+PBlVdKMv0mtaVl37oYmxni8sCDdZP24u+pPH7Vmpaj9/jWFC6dl+QkKS+c3zJ/4KZsucfsol23anTtWxsraxM83gXy9/JzvHHxz1C+XpMyDBjWCHtHC/x8wvhn7WUe3HFTkun/W0NadqyMiYkBLs99WLPkDP4+8u9UhcoFWb5poMq2Rw/YwtsvXFuTaNejOl0H1MHS2gSPt0H8vfQMb1/6ZShfr1lZ+o9ojH0eC/y8w9m2+iIPbr1Tkuk3vDGtOlfB2NQAl6ferF10Cn9v5Wexer0S9B7akMLF7UlOlvLikRfzxu3LlnvMLvpVqMSvlavK57rQEOZcv8rzoIznulbFSvBHzTrkMzPDKzKCpbdvcu19urmuaDF6l69IOVt7LA0NabN3J66hwrNqrm/A2Jq1qVegIHlMTQlPSOCiuxur7t4mJjk5W+81q+nUqhK9OlbDysIYd68Q/tp6Bdd3GY9dw9olGNKrDg525vgGRLBx5w3uPvZUkhncqw7tmpbHxFifF6/9WbnpEr4BkYrP8+exZPiABpQvlQddHW3c34ewde9tnrz0ya7bzBZ6F6nK4OK1sTUw4XVUEPOfneNFRMbzTcu8pfm9TCPyGlngFRvGipdXuBEkzHXN8pSiZ+EqlLVwxFLfiA5XNvE6KkipjZ31+lPDtpBS2X6Ph8x+ejZL701ERCTrEX0GRX4obYuVZEadhqx+6EybQ7twCQ1mZ9uuWBsaqZSv7JCHNc3acsD1Ja0P7eSipxubW3WkhJWNQsZIR5eHAX4scb6R4XVfhAQx8ep5mu7bTv9ThwHY2a4rWpLcE3WqfocqDJ3bhT0rzzC62SI8X/myYP8YzG1MVcqXrlqEKRt/4cLeO4xqugjnc8+YuWMYBUvlUch0G9Wc9kMasXbSXsa2XkZifBILDoxBV19YJ6rTxomJ6wZyaZ8zIxsvZEK75Vw7+iDb7zcradCsLEPHNmfP1uuM7LcJj3dBLFzbF3NL1d+7MhXyMXVBF86feMKIvpu4c/0Ns1f0pGBRW4VM9/516NCjBmsXn+H3QVtJTEhm0dq+6OrJ84e5PPehZ8sVSse5448J8IvINYpg/ebl+HV8S3ZvusaoXhvxeBvIwr/7Y25prFK+dMX8TFnclQvHHzOy5wac/3Nl1qpeFCxqp5DpNrAuHXrXYM3CU4ztt5nEhGQW/t0fXb1037kmZZi4oDMXTzxmRPe/GT9wK/+de57t95uVtClekmn1GrDmnjPt9u/CNTSEfzt0wdrQUKV8ZYc8rG7ZhoMuL2i7bxcXPdzY2LYDJaysFTKGuro89Pdj6Z2bKtuwNzbG3tiYRbeu03LPv0y8dJ4GBQuxpGmLbLnH7KJxnZKMGtSQHQecGTJ+F25ewayc1RULc9XPa7mSeZj9R1vOXHnJ4PE7uXnPjUVTOlK4gPA70btTdbq0cWLFpkv8NnkPCUkprJzVFT1dId/f0umd0NHSYuysgwyZsAs3rxCWTu+MlYXq62oirfKWYWr55qx/fZ1OVzfzOiqQf+r0wUpf9T04WeVjZbUuHPZ6Qserm7kS8Ib1tXpQ3EyY64y0dXkc5sOKV1e+eO0Dno+oc2al4lj28nKW3puIZiM3E5VowJHTI5H7EJVBkR/KkIpV2e/ygkOvX+IWEcb065dIkKbQvVQ5lfK/VKjMdW9PNj99gHtEOH/ev82rkCAGlK+kkDn21oU1D5257ZvxDtk+l+fcD/DFNyaaV6HBrLx/i7ymZuQzNcvqW8w2Og1rwrndt7m03xnvt4GsnbiPpIRkmveqpVK+w9BGPPzPhSN/X8LnXSC7lp7C/YUP7X5poJDpOLQx+1ed4+7553i5+LFi1A6s7c2p3aoSAFraWgxb0I2t845ydudN/DyC8X4byM2Tj3/ELWcZnXvX5Pzxx1w89RRvz1DWLD5NUmIKLdo7qZTv2LMGD53dOLz7Dj5eoezc+B9urwPo0K26INOrBvu23cD5xhs83YJZNvs41jam1G5QCgCpNI2IsDjFER2ZQK36Jbl46umPuOUsoXO/2pw/+ohLJ57g7RHC2gWn5OPWsbJK+Y69a/LwjhuH/72Nj2coO/++iptrAO171lDIdOpTi31bbnD32ms83wWxfOZRrG1Nqd1IPm5a2loMm9SKrasucvbwQ/y8w/D2COHmxVcqr6mpDHaqwoGXLzjs+gq38HBmXJXPdd3KlFcpP7BSZW6892TL44e4R4Sz6u4dXoUE0b+i8B09/tqVtffvcttb9Vz3NjyMEWdPcdXTA++oKJx9fVjhfJvGhYugnYsWvnq0r8qpSy84e/UlXr5hrNh4icSkFNo0Uf070bVtZe4/8WTf8Qe89w3nn323eesRROfWlRQy3dtWZuehu9y67477+1AWrj6LtZUJ9WrIUzuYmxqSP48Vu4/ew/19KL4BkWzceQNDA10lpVLTGVS8Fge9HnP0/TPcY0KZ/eQMiakpdCmoeq7rX6wGN4Pc+OedMx4xoax2uYZLZAB9i1RTyJzwecH61zdwDvb44rUTU1MITYpTHHHS3LUbLSLy/4qoDIr8MHS1tChna6+ktMmA277eVHbIo7KOk32ez5S8Gz5eVLZXLf8tGOro0q1UObyjIgmIjVG7nR+Jjq42xSsU4OnN14oymUzG0xuvKV21iMo6pasU4emN10plj/5zUcg7FLTByt6cJ+lk4mMSefPYk1JV5Yl9i1XIj00eS2RpMtZdnsae50uYt3eU0u6ipqOjo0XxUnl4fF94kZHJ4Ml9D8qUz6eyTuny+XnyQPnF59Fdd0p/kHfIa4G1jalSm/FxSbx+5UvpCqqDGtSqXxJTc0MunnqS2Vv6IejoaFO8tCNP7rkrymQyGU/uuVO6QgbjViE/T+59Mm7ObooxcchriZWtqVKb8bFJvH7hR+mKcplipR2xtTcnTSZj3f7h7L00kfnr+intLmo6ulpalLOz57aPt6JMBtz28cbJ0VFlncqOjkryADffv8fJQbX8t2Kqr09scjKpuWS5XEdHixJF7Xn0LN3vhAwePvembEnV8065knl4+Ez5d+L+Uy/KlZDLO9qbY21loiQTF5+M67sARZtRMQm89w2jZaOyGOjroq0loUOLioRHxvHGXdkkUlPRlWhR1sKRO8GCeawMuBPsiZOV6me2klU+nIOVzWlvBblTKQP5L9Euf3nutpnAqSbD+KNsYwy0RU8kEZHcgPikivwwLA0M0dHSIjQ+Tqk8JCGOopZWKuvYGhkTGh+vLB8fj42RajO1L9G3bCWm1q6Psa4e7hFh9D11iJS0tO9uJycwszJBW0ebiJBopfKIkGjyFbdXWcfSzkylvKWdfDfU0tZMUaYsE6OQcSwoNxXqM6ENW2YfIcgnjM7Dm7L06DiG1J5NbKTy/40mYmZhhLaOFpHhyt+7iPA48hdSveJvaW1CRNin8rFYWpsAYPXhb+QnMpFhcVhZq/5utujgxKO77oQG544FCDNLI7R1tFXeY/5CtirrWNqYEBkW+4l8LJY2JorPP5YpyaQbW8e8lgD0/a0Rm1eeJ8g/gi7967Bs6yAGd1hDbHRC5m8um7E0VD3XhcbHZzjX2aiY60Lj47A1/v65TtEPA0NGV6vJ/pe5x8TW3NQQHW0twqM+ef4i4yiYV/XYWVkYE/7JXBQeGY/VB3Nmawv534goFTIWwviOm3OIRVM6cmHvGNJkMiKj4pkw7wixcUmZvq8fgaW+ETpaWoQlKY9dWFIcRUxVz3U2BiaEJsV+Jm9jYPJd1z7t8xL/+CiCE2MoaW7HhHJNKWxizeh7h77vJkRyLR/NNHMaTehDbkNUBkVU4uDgQEpKCrq6ugAkJSXh6en5TYlydXR0yJMnD2ZmmmWCeeKdC7d8vbAzMuHXSlVZ37wdXY/tI+mTMN+xsbGK8NVfQ0dHh4IFC2KYzg9IX18fqVRKYGAglpaWeHoKq65fGr/00dHy5MlDfFzOK1oSLfmkemD1eW6fke9orfp9J7ueLKJeu8qc23ULgPDwcPRNdPD19QXkO0hfGr/091qwYEFiYuQKUlaNXbKGBcuwsTOlSs2iLJp6WKk8OTmJ0NBQDAwMNGbscjrS4cfv3P5/rnP7igsAf846xq4LE6jfrCxnjzwE5N+5rBo7Y2NjLC3lSujPMNcBmOjp8U/7TrwLD2P1PWeVMpoy1yXEa4aCP25oUyKi4hk1fR9JyVLaNq3AkmmdGDppN2ERcgUrLDQUY2MjjXleNSV5/UEvwXXgbXQwIYmx/FuvP/mNLfGJiyA+Lj5LnteP9/tx7BwcHJTqvH37lrRvWOT99LlNSEjg/fuMXU3SU7x4cbS1BV/T0NBQQkNDv1rP0NCQggULKpW9f/+ehISvf/9tbGywsREU+tTUVN69e/eFGgKfPrciIp8iKoMiKpFKpSQnJyP54Geira2NlZUVISEhX31ZlEqlKmUiEhOQpqV9tqtna2hMyCcr6B8JiY/DxkjZ8d3WyOizFfdvISY5mZjkZLyiInkS5M+zwaNpUbg4J92UTSl1dXWxtLT8psn903s1NjYmLk7et4+5kKyshNXsL41f+h91mUyGzgdFHCA6PJZUaapiN+8jlrZmRAQr7+x9JCI4+ovyH3cEP23D0tYU91fyH+vwoCgAvN8EKD5PSZYS4B2KXT7hvlJTU9HV1VXca1pa2hfH79N7NTQ0xMTEhNjYWEV7mRk7bS3BAj46Mp5UaRoWVsrfO0srYyI+2aH6SERYLJbWn8qbKOTDP/y1sDZW/Pvjufvbz03KmrdzIiYqAecbb5TKP74MadLYfXQti46IJ1WaisUn42BhbUxEqOrdzYjQWCysTT6RNyEiNFbx+cey8NB042Zlgsdb+XcsPERe7u0uRMlMSUkl0C8CW0dzRVmaLC3Lxi41NZX4+HgsLCyyZq5LUD3X2RgZZTjXhaqY62yMjAmJ+/65zlhXl+0duhCXnMywMyeQZvByrDFzXbqX/qiYBKSpaViZf/L8WRgTFql6LMIj4z4L8mJlYUT4RwXuQz1LcyOFUvdR5p1nMABVyhegdpUitO63jvgE+WLSn5svU7ViQVo2Ksueo/cV96pJz6tWurkuIikeaVoa1vrKY2etb0xoouq5LjQxFht9k2+W/1aehcsjDhc0tsInLiLb5jpVdb5FGfx0fGUymdqKdWpq6jfVVSUjlUq/qW5G9/ot/KgFPtmHI6fRhD7kNkSfQRGVhIaGEhERoZiodXR0sLOzQ1dXFx0dna8eEhXBClLS0ngZEkTtvAUUZRKgdr4CPA5UHV3xSZA/tfMpr6TVzV+Qx0GZi8YoQYIE0Eu3uvcRfX19bG1tv+k+P73XuHQvbtra2opx+3h8z/jp6QnKoDQllXfPvalUr6RwDxIJleqVxPWhaqd+10ceSvIATg1KKeQD34cSHhSlJGNkYkDJyoV5/VC+Su32zJvkxBTyFhNMUbV1tLDPb02wr5AKQFtbG319fcV9fu/4mZqaKq2OZnbstNO9XEqlabx77Y9TNcG3UiKBStWK4PLCV/XYvfChUrXCSmWVaxTB9YN8oF8kYaExSm0aGetRqmw+XJ9/Hoa+ebtKXD77jNRU5ZcUiUSicWMnfypBKk3lnWsAlaoXUepvpepFcH2ewbg991GSB6hcs6hiTAL9IggPiVGSMTLWp1T5vLg+k8u4ufqTnJRCvnQmvNo6WtjnsSA4XRoALYlWlo1dQkIC0dHyBZEsm+uCg6id/5O5Ln8BngQEfCYP8DggQEkeoE6BgjwJVC2fESZ6evzbsSspqan8evo4yV/YedGUuU43/VwnTeOtexBVKqQbO4lcWXv1RvW8//KNP1UqKP9OVK1YkJdv5fIBQVGEhccqyRgZ6lG6uKOiTf0PEZRVKQnpo05r2vOaXhlMkaXxKjKAWnbC3CUBatkV5km46mf2abgvNe2U57radkV4moH8t1LaXL5jF5IoXzjKrrnuU9T5Ln/s37fW/ZSP/4fq1P3Wellxr9HR0URFRSnmOhGRj4g7gyLfRYkSJTJVf+uzh6xs3IoXIUE8DQ5gcIUqGOnocuj1SwBWNmlFUFwsy+7KQ6dve/6YAx16MKRiVf5770G74qUob+vA1GuXFG2a6xuQ18QUO2P56maRDz45IfFxhCTEk9/MnHbFSnLD5z3hCfE4mJgy3Kk6ialS/vP2RBXa2tqUKlVK7fvU0dH5zHwFMjd+xzZeYfyaAbx76s2bJ150HNoYfSN9Lu2Xm4CNXzuAsMBIdiw8AcCJzf+x7PgfdB7WhPuXX9KgY1WKVyzImgl7FW0e33yVnuNa4+cZQpB3KP0mtyMsKIo7554CEB+byNmdN+k3sS2hfhEE+YbTdWQzAKWIoulXtUG98fu48pkdY3d0710mzO7IW1d/3rzyo1OvmhgY6ioie06c05HQkBi2r5eHTj++/x7LNw2kS59a3L/1lgbNy1G8dB7+WnRK0ebxfffo9Us9/HzCCPSLZMCwRoSFxnDnuvJOc6VqhXHMa8n5459HYNXT01cy/QHNGruju+4wYX4n3rn48+alL5361MLAUI+LJ+T3MmF+Z8KCo9m+Vh5C/vjeuyzf+gud+9Xm/s23NGxZnuJl8rB63klFm8f2ONPr1wb4e4cR6BdB/5FNCAuJ4c5/8nGLj0vizOGH9B3eiJCgKIL9I+k6oC6AUkRRKyurLB27T8nsXPfPk0esaNaSF0GBPAsKZFClyhjp6HLYRT7XrWjWkqC4WJbfkZta73j6mH1dujPYqQr/eXnSrkRJytvZM/3KRUWb5voG5DE1xV7FXBcaH/9BEeyCoY4uf1w8i4meHiZ6egCEJySQpmKHQBPnugMnHzJtTCteuwfh+i6Abm2rYGigy9kr8rGbPqYVoeGxbNot/504fPoxaxf0oEf7qjg/8qBJ3VKUKurA8g3C78TB048Z0K0mvgERBARFMaR3HcLCY7l5T55P79WbAGLiEpk2phU7DjqTnCylXbMKONqZc+eRsOBmrcHPK8D2d84srdqRlxH+PI/wZ0CxGhhq63L0/VMAllbpQFBiDH++ugrATrd77Ko/gEHFanI98B2t85ejnGUeZj05rWjTXNcARyNz7AzkaYwKm8jTnYQmxhKaFEd+Y0va5S/H9UA3IpPjKWluz9Tyzbkf8p430fKdVyNjI42e6wwNDdV+Dj414fwePjUb/VbUGTt/f3+kUik6OjoaadouknOIyqDID+W02xusDIwYV70OtkZGuIaGMOD0YUIT5P5xeU3MlFZmHwf68/vlM4yvXpeJNeviFRnJ0HPHeRsumJY0K1SUFU1aKc7XNW8HwF8P7vDXgzskSaVUc8zHoApVMNc3IDQhjvv+vnQ5upewhJz3y/tWbpx4hLm1CX0ntcXKzgz3V77M7LWWyBD5yqtdXitkacLYuT70YOnwbQyY0p6B0zrg5xnC/IEbef9aWF0/tO4iBkZ6jFnRGxMzI17dd2dmz7WkJAnmJ1vnHiFVmsqE9QPRN9Dl9WMvpnT5i9io3DN21y+9wtzCiP6/NfyQPD2Q6WP2KILK2DqYK70ouzz3ZcmMowwY3oiBIxrj7xPO3An7eZ/OdPHgztsYGOry+7R2mJgY8OqZN9PH7CYlWVm5aNneiVfPvPF5H/ZjbjYLuXHxJeaWRvQb3hhLGxM83gQyY8QuxbjZOZorPa+uz3xYOu0wA0Y2YeDopvh7hzFv3D7euwcrZA7tuIWBoR5jZrbHxNSAV0+8mTFiFynJ6b5zqy6QKk1j4oIu6Onr8OalH1OGbic2JvHH3XwmOfPuDVaGhoyrWQcbYyNcQ0IYeOKIYq7LY2qm9J17HOjP2AtnGV+rDhNqy+e6YadP8DZc+N40LVKU5c1aKs7XtmoLwOp7d1h9z5mytnY4fYjMfG3AEKX+1Nu+Bb+Y3LEjcPX2GyzMjBjcsw5Wlka4eYYwYd5hRQAYe1vl34mXb/yZu+oMv/auy9C+dfENiGTakuN4egu/E3uP3cfQQJeJw5vLk867+jFh/hGSU+TPa1RMAhPmHWFon7qsntcdHW0tPH3CmLrkOO5eIeQWzvm5YKVvzJgyDbHVN8E1Koght/cqgso4GpmTls6Q7km4LxMeHGVsmUb8UbYxXrHhjHQ+wLto4Z4bO5ZkSdUOivO/anQFYK3rdda5XiclLZVatkXoX7QGRjp6BCREcdH/NX+/zjj3r8jPhxhAJvcikeV0tIBMEB0djbm5OVFRUeIqRxbz+vVrxQpSZlaNvaIiaLjnnyzsWfaxvHFLumWQ7/BbeflSvnKd2XEDOL3jOusn789UGz+K3c8WY+1gkak2snLs5k48wJ1rr78umMMUKGzLloMjMt1OVo5dx1oLSEzQrAA8qujUpxa/TWz1dcGvkFVj9yjAj26Hcsfzuq19ZxoWKvx1wS+Qld+57QfusG3/nUy18aP47/Af6GhnzsMmK8eu57VtGZqAahI1bAuxs17/TLeTlWP3/8aX3usy8z79sW6RndPQNjLIyi6rRWp8Ih79F4m6wXcg+gyKiIiIiIiIiIiIiIj8HyKaiYqIiIiIiIiIiIiIqI8YTjTXIu4MioiIiIiIiIiIiIiI/B8i7gyKiIiIiIiIiIiIiKiPhgSQQRP6kMsQdwZFRERERERERERERET+DxF3BkVUYmhoqIg6JfLtfExca2CQ8xG1chsfkxIbGhrmdFdyHeLYqY84duohznXqI37n1EccOxGRrEd80xdRibqJUP/fKVu2bE53Ideiq6uLpaUltra2Od2VXIc4duojjp16iHOd+ojfOfURx059tLS0FEd2IJPJj5xGE/qQ2xCVQREREY2gRIkSOd2FXIs4duojjp3Ij0b8zqmPOHbqI46dSEaIPoMiIiIiIiIiIiIiIiL/h4g7gyIiIiIiIiIiIiIiaiPTkGiimtCH3IaoDIqo5P3794oAMqL/4Lfz9u1bAPT19cVx+07E75z6iGOnPuLYqYc416mP+J1TH3HsRESyHlEZFFFJQkJClkQTNdLRRVdLi5S0tCzqWfZhrp/5qHjJyckApGXB/ZqYG2W6jR+BnoEuevq6mW4nLi6OtLS0LIlga2KaOyIcmpplTT+zdOzMDEhMSM6CXmUvJho2dqZ6+kiA3BC7wFxfP9NtZOVcZ2qcO55XEyP5/3Fmycrn1Vwvd0TVNNfVrOf1/5HAwEBSU1PR1tbGwcEhp7sjokGIPoMi2YqdsQmrm7VBS6LZ2/a/VqxKs0JFc7obSjToWJU2A+vndDe+iLaOFtO3/oqppXGm28qKl8qPDPujBcVKavaPnY2dGZPnd86StrJy7Oas7oORSeaVheykWp3idP+lXpa0lVVjV8LahnmNmmZJW9nJlDr1cXLMk9PdUKJTq0o0qq3ZwS309XRYOqMz2tqZf23Kyud1YeV2FDS2yrL2soMipjbMdWqbJW1l5dj9vxEZGUlERASRkZHZcwGZRHMOke9CVAZFsp3WRUuyqEGznO5GhnQvVY5ptRsg0TCFVSKRMGJxDxp2qprTXVGJRCJh/JoBVG9WPqe78hnGJgYsXNOXfAWsc7orKjG3MGLx+n7YO1rkdFc+o1gpR+at6YOevmauvJd1KsD0FT3Q1dW8/vUpX5EJtermdDcyZFiV6gytUi2nu/EZ2tpazBzbhupOhXK6KyrR0dFi4eQOVCidN6e78hk2BiZsq9sXewPTnO6KSvIambO9Tl+s9HOHpYuIyP8jmvdrKvJT0rNMBaKTkljkfD2nu6JEqyLFWdywuZIi+PfY7dw/90St9pKTkz78S4Kenp5abdTtVJ0hS/oC8rxA49cOJD4mkfuXX6rVXnYxYkkPGnWprjiPi01k3qSDhARFqdVeUpLc7EwiAT29S99dX4KEX39vRs36JQGwsDJm8fp+/DFkGyFB0Wr1KTswMtZj4Zo+FChkoyhze+HD8jE7SU1JVavNpA8mexJQ63tnZGrA9C1DsM8n32EoV7kQM1b0ZO64vaRKNWclvmhJB+au7oOBoXCPZ/ff4+j2m2q3mZQkf2YlEvWe2SKlHJm0oic6utoADK9aneikRDY/fqh2n7KDXuUqMLG2oKimpqaxavYxXJ95q9We8vN6Tq02WnauSrdB8h1eXV1tFkxqzx9zD/Pytb9a7WUHEgnMHNuaGpULK8pCo+P4Y+spIuIS1GozOd3zqqvn/N31tbW0mNWzKZWLypXTfMYWbKvblz43dhCZrF6fsgNrfWO21e2Lg5GZoiws4R6uYfOQydSbV5IMhbEL8fn+51VP2xon+zXoaWv2bmpuRMwzmHuRyGS5d9iio6MxNzcnKioKMzOzr1cQ+WZev36t8BksVapUlrW77O5N/n58L8vaywz18hVka5tO6GsLayL/TN3D/qXHc65THxg4ryd9ZnRRnCfGJzOz11pe3nXLwV4J9J/Snl7jWinOkxJTmDZmNy+fqPdimVXo6euwcHUfKlQppCjz8Qpl/NDtREXE51zHPqCqf75uQUzo/BdRYbE51zEgb2FbVhwfh4WNsMNw7fwLlk49jCb8TOQtYM2K7YOxtDZRlF07/ZTlEw+Qlpaz/avfugKTV/ZUJHOWyWRMu3qJA69e5Gi/PtK2eElWtWiNdrpk06tmH+PCsUc52Cs5Y2Z1oHVXYbcyJjaR0TMP4O4VkoO9Epg4vDntm1dQnEfHJzJ4zSHe+ofmYK/A1FCfraO7UiqfnaLsebgfA27tIl6a8z6/prr67K43gFIWgrl+VNILHgQMIlWWs3OxmV4ZqjnuQEfL5OvCPxFfeq/LzPv0x7oFt85Eyyjn/X/T4hN5P2S+qBt8B6KZqMgPZWKNuvQpWzGnu4GTvSMbW3VQUgQPLj+hEYogwI5Z+zmx/rzi3MBIjzm7RlC0fP4c7JWczsOb0nNsS8W5VJrKgimHclwRBEhOkjJ7/D7euQo7C/kL2bBwTV+MjHPWD05LW8L0xd2UFMFgv3Cm9Vqf44oggJ9nCNN7/01ctLCz0LBleUZNyxpfn8xgY2/Goo0DlBTB+9dfs3LKoRxXBAFunH3OujnHFecSiYQFjZrSuljO+8E1KFiYFc1bKSmCW1ae1whFEGDdgpNcPy8ozaYmBvw5uyv5NMCEelj/+kqKYEJyCqM3Hc9xRRAgJiGJ4RuO8T44QlFWwSovG2r1QE9LOwd7BgbaOmyq3UtJEYxNduNR4G85rggCRCe78DhoJKlpSV8XFhH5P0BUBkV+KBKJhHn1mtCuWNbtNn4vJa1s2N6mM8a66UzNtl5hy+TdOdYnVawfs40rewTzN2MzQxbsG0XeonZfqJW9NO9VmyGzOyvMatPSZCyffZz7t9/lWJ8+JT4umelj9uDtJbywFS/lyLw/e+WYH5xEAhNnd6RmPUE5iAyLYVrP9YT4R3yh5o/F45Uvs/pvVIom2qZbNQaOzrnAKOaWRizeOAD7PBaKspcPPVk0Zg9SNc1qs4NzB+6zbYVgLqmtpcXK5q2oVyDnwt9XzZOXv1u3Q09bUA72b7nGkX9v5VifPiUtTcbyaYd5cPOtoszKwpg/53TD1jrndm76dKpOn06CGXyKNJVxW0/x1DMgx/r0KeEx8Qz7+yhBETGKspq2hfmrele0c8gHXleixdoa3aliXUBRlpDix8PAX0lJi8yRPqkiIvEBz4LHkSaT5nRXfh5kGnSIfBeiMijyw9HW0uLPJq1oVKDw14WzmAJm5uxq1xULAyEc9/VDzqwetumH9+VryGQylg9az93Twgq+ha0Ziw7+jm1eyx/enzptnRizso+Sf+W6ZWe4dlGzfBkBoiLjmTpyF8GBgv9i+coFmbGkW5ZEA/xeRkxoReNWwg5DXEwCM3r/jZ9H8A/vy9dweeDBwqH/KClaPX6pR9cBdX54X4yM9Vmwvj/5C9sqytxc/Jgz7F+SElN+eH++xqEt1zm0RfCL1tfRYUObDlR2cPzhfSljY8vWdh0x1BXSvpw+cI8day//8L58Dak0lQXj9/HysZeizNHOnJWzu2Ju+uNTJ7RvXoHf+gnRatPSZEzbeQ7n1+9/eF++hn94NL/9fZSIWGFHv0mekiyq0uGH90UCLKvWifoOxRRlSdIQHgYOJik16If352uEJFzjZcg0jTCDFxHJSURlUCRH0NXW5u8W7anumO+HXdPOyJg97bthZyysNj+48JSl/dZohKmZKlKlqczvvpJn118pyuzyWbHo4BjMf+CquVP9Ukz6e5CSIrVt/RXOHNEMUzNVhAZHM2XkTiLD4xRlNeqWYOLcjvzIRfMBwxrRvruww5CUkMycAZtwf+n74zrxnTy86sLyMTsVYdwlEgmDxzanRafKP6wPevo6zFndm+JlhDQIvh4hzBi8jbiYxB/Wj+9l24pznDt4X3FupKvLP+07U8rG9gu1spZCFpZs79gFs3S5U/87+4y/F5/+YX34XpISU5g9ejfur4Wdt8L5bVg+szOGBpnPY/qtNK5bkj+GNlVa9Jp/4DIXn2qO9cOneAaFM2LDUeIShR39jgUqMKNiyy/UynrmOrWhdb6yivOU1GgeBg0lXprzLgQZERB3GtewhTndDRGRHEVUBkVUYmNjg62tLTY2Nl8XVhNDXV22tu5EGZvsN3u00Ddgd/tu5DezUJS9uvOGeV1WkJKs2WYiyYkpzOqwlLeP3BVl+Yo5sGD/aIx+QHL1UlUKM3PHb0qJ5Q/tusOBHZpjapYRft7hTBu9m7hYQXlo1KI8Iye1/iHX79y7Jr3S5cOTpqSycOg/vLzn/oVamsGNk49ZN+Wg4lwikTBmRnvqNi37hVpZg5a2FtOX96BCVcF6ICQgkmm/bCUqnXKvqaybfYwbZ58rzs0NDPi3QxcKmltk+7UdTUzY1bErtkZC7s/7N9+wcsZRjV30+khcTCLTh+3A771g4l26uCNLpnVCTzf7/eBqOBVixpjWSoteq07c4Kiz5lk/fIqLTzBjNp8gKUX4PetXtDqjSzf4IdcfX7YJPQpXUZynpiXwOGg4sclvfsj1M4NPzF7eRazJ6W7kemQyicYcIt+HqAyKqMTGxgZ7e/tsVQYBzPT12dm2C0Usss/s0UhHl+1tu1DCSrgXj+fvmdF2MYnxucOBPD46gWmtFuL92k9RVqxCAebsGoFeNq6aFyqVh3l7RmJoLCid544/Zuua70/9kFO4vw1k5rh9SmaF7bpWY+CIxtl63ebtKjF0bPN0/pVprBy7iwdXXbL1ulnJuT232bbohOJcW1uLSYu6ULlW0Wy7pkQiYcK8TtT4kCIEIDI8lmmD/iEkQL20JT+atDQZyycd4FE6PzhbY2N2deqKvXH27ehbGRiys2NX8qaLoPfykRcLx+9HKtUc/8ovERkex9TfdhCSzsS7cvkCzBnfDm2t7HvJK18qLwsmd0A3ndL5z8X77LiiudYPn/LQzZeJ288gTRXSNowsVZ/+RWtk63V/LVGboSUFM/I0WTJPgscQmaReiqacwCNyI15R/+Z0N7IVU1NTzMzMMDXVzJyUIjmHqAyK5Dg2RsbsatcNR+Osn6D0tLTZ0rojTvaCz46fWwBTWy4gNlLzdxjSExUaw5QW8wn2FkKul69VnOlbf0VbJ+sfZYeCNiw8OAZTS2GH4eYVF9ZosKlZRrx66s38yQeVXoh7DqxL1761suV6dRqVZuy0dkqmZuunHeLa8dzzYvmRQ+svc+hvwc9MT0+HWX/2onSF7IlsO3xyaxq3ESIOx8UmMnPIdnw9NSPVwLciTUll/uhdvHrkpSjLZ2bOzo5dsTDI+h19E109tnfsQlEra0WZm6s/s8fs1kj/yi8R7B/JtN92EBUhzNH1ahRjyqjsMXssVsiWpTM6YZDO+uHgrWesOX07W66XnVx/6cHMPRcUfnASiYSpFZrTqUD2RPHuUagy48s2UZzLZGk8D5lMWELuG7s34cvwizma093INvLmzUuBAgXImzdv9l0kpwPHaLbxg8YiKoMiGkFeUzN2te+KlUHWBQvQkkhY07wtdfIJ0fxC/cKY0nw+4YGRWXadH0mITxiTm88nIlhYNa/erDwT1g5UUjwyi5W9OYsOjsHK3lxR9uiuO0tnar6pWUY8uOPGslnHFP2XSCQMGdOMlh2csvQ6TtWLMGVBZyUFfceSU5zdpflmtRmxbeEJzu0RXu4MDPWYt64vhYrbZ+l1+o9sTPuewi5GUmIKc4b9i9srvy/U0lySElKYM2wHHumSqBe3tmZ7hy4Y62bdjr6etjZb2nWkvJ3w/+HjGcL0Yf9qtH/ll/DxDGHG8H+JjxOsN1o2Ksvvg7N2Rz+foyUrZ3fFNL31w6M3LD70X5Ze50dy9uFrlhy5pjjXkkhYULkdTR1LZlxJDVrlLcNsp9ZKvz2vQucQFHchS6/z45DxKnQ2QXG5x/JFRCQrEJVBEZWkpqYqjh9FMUtrdrbrikm6lA+ZYWmjFrQsUlxxHh0Ww5QWCwjUkGTG6uL7Vr6zGRclrJo37FyNEUt6ZEn7JhZGLDwwGsdCQsALl+c+zJt0gBQNCuWvDtcvvWLt0jOKc4lEwpipbanXpEyWtF+qXF5mL++Bnp6QwuLwxiscWHsxS9rPSdZNOcCNk48V56Zmhiza0B/H/FZZ0n7nfrXpNUTwb5KmpLLo9z28fOCZJe3nFLHRicwYvA2/dKlOKto7sLltR6WUD+qiLZGwvlU7auQTdmpDAj/fWcuNvHPxZ/boXSQnCTubXdtW5peetbOkfVtrE1bN6YqVRTrrh1eezNh9nrRcHmFy/42nrD9zR3Guo6XFn9W7UNO2UJa0X8++KMuqdUJbIrxGvglfgV/s4SxpP6eQkcrzkImEJdz5urCIyE+CqAyKqOTdu3e4urry7t2PjaBWztaef9p0UkoGrw4z6zSiW6lyivP4mASmtV7IexfNjeD4Pbg/9WJGuyUkJQir5m0HNmDA1PaZatfASJ/5e0dRqLRgRuLxLoiZY/eSmJC7TM0y4uzRR2xbJ5g9amtrMWleJ6rUzJwfXKGidsz/qw+GRsJixoV9zvwz/3im2tUU0tJkLB+zk0fXXBVlVjamLN44AGvbzJl4N+/gxK9/tFD2r5xykPvXXmeqXU0hIjSWab9sJTRI2NGvlb8Aa1u2zXQ+uOXNWtGkiPDdjQyPY+pQZZ+73MyLh14snHCA1HQm3gO716Jb28xFtjU3M+TP2d1wsBOsHx67+zFh22kln7vczOYL99j1n7CAo6+tw/qaPahgmecLtb5OZev8rK3RXSm5vUfkZryitmWqXU0hTZbMk6AxRCY+y+mu5CpyOmiMGEBGfURlUETjqJEnPxtatENHS72v55iqtRhcUYhqlpyUwuyOS3nzQPMjOH4PL2+9Zm7XlUjTRY/r8XtLuoxQL0G4jp4Os/4dRqkqQgRHP59wpo/eTWwuNTXLiAP/3ubgTsHsUU9Ph1nLulO6vHqpThzzWrJoXV/MzAUz55unn7Bm0r5M91WTkKakMn/IVl498FCUOeS1ZOGGAZiaq2fiXadJGX6f2V7J1OzveSe5dvrnehEL9otk2qB/lKKhNitajKVNW6jd5pwGjelYqrTiPC42kRnD/8U33S7kz8C9669ZMfOokh/cqEGNaNlIvci2RoZ6rJzVhUL5Bf9K1w/ROBNTNDu69Pey8vh1jt8VUhOZ6OqzuXZvipmql+qklLk9m2r1wlBHMHP2id7Pu4i/MttVjSJVFs/joGHEJGtuSpHvxc3NjdevX+Pm5pbTXRHRMERlUEQjaVyoKCsbt+J713cGlndiXDXBhChVmsrCnqt4+t+rL9TKvTw494SlA9Yp54Ob1ZkWvb/PjEpLS8KUTYNxql9KURYWEsPUUbsID4vN0j5rCv+svczZY0JAFwNDPeb/1ZvCxb4v1YmVjQmL1/XD2kbYHXt03ZVlo3fmWv/KLyHPk7gRj1fCLnuhYnYsWNdPaVf0W3CqUYTJi7uirSPsMOxYdYEz++5mWX81CR/3YGb+up34WGFHv3Ppssyq3+i72/qjZh36VxT8XZMSU5gzejdurv5fqJV7+e/MMzYsEUy8tbQkTB7ZgrrVi32h1ufo6WqzZFpHShZ1UJR5BUcwYuMxYhJyR3Tp70Emg3n7L3HlmaAAWOobsa1uH/IaWXxXWwWNrfinTh/M9AT/yoDYs7iELciq7moUKWlRPAocQnyKT053JUuQSqWKQ0QkPaIyKKKxdChRmnn1v32Xq1OJMsyq21ixwyCTyVg5ZAN3TjzIri5qBNf232bNiK2Kc4lEwugVfajb7tvNqMau6ked1pUU59GR8UwZuYsg/8gs7KnmsXbJGa5fEhYKTM0MWbi2L475vi3ViYmZAYvX9lOSd33oyYIhW5FqeP7KzBAblcCMPn/j5xGsKCtZPh+z/+qNrt63mXiXKp+PWat6KflXHtl2gwMbc2/gjm/h3Utf5g7/V8kPbmClyvxe49sj2/5SqQojqwmBdqQpqSycsJ8X6SKX/oyc3HeXnesFE28dbS3mjG9L5fIFvqm+tpaEeRPb41ROkA+MiGHY+iOEx8RneX81hdQ0GVP+Pcu9N0Lyd3tDM3bU7Yut/relOrE3MGV7vb7YGAjyIfHXeREyBfg5zGpVkZQawsPAISRJc3esgR9CTkcRFSOKqo2oDIpoNP3KVWJC9bpflWtaqCjLGrVAK72p2djtXNp5PTu7pzGc2XyJf6buUZxra2sxcf1AKjcs/YVacobO60qznsKLaEJ8MtN/34N3Lgvlrw5paTKWzz7GQ2dh1dzaxpQl6/p91Q/OwFCXhav7UCjdTqKnqz+zBmwkMT452/qsKUSExDCt13pCAyIVZZWqF2Ha0m5oaX/5p6VQMTvmr+uLoZG+ouzCoQdsXXo2u7qrUTy/78HisXuV/ODGVK/FwIpfj2zbtUxZptdroORfuWLGEe7f0Pzk3lnB3k3XOLpLMPHW19Nh8dSOlC7m8IVacqaObkWdaoJ/ZXhMPL+tP0JAREy29FWTSJamMnbrSZ57BSjKCphYsbVuH8x0v5zqxELPkO11+yrtJEYkPuJp8Dhk/LyLXh9JkPrwMHAIyamROd0VEZFsQVQGRTSekVVq8GvFqhl+XjNPftY1b4duush8O+cc5Pjacz+iexrD/qXHObhcSBCup6/LzG2/UbpqkQzr9PqjNZ1+E3JEJSdLmTN+P29dfk5TM1WkpKQyb9JBXj0TTIEc8lqyaG3fDP3gdHW1mb28J6XKCT6G/l4hTO+9ntjIn3eH4VOCfcOZ1ms9UeGCKXGtRqX5Y07HDOs45vvoY2ikKLt14QVrZh/Lzq5qHHevurJq2mElP7gZ9RvRuVTGkW1bFC3OosbNlf0rF53m2rnn2d5fTWLLivNcTJez08hQj+UzlX0AP2Xsr41p0VAY29iEJEZsOIZXcES29lWTiE9KYdTG47zzF3xKS5nbs7l2Lwy1Vac6MdbRY2udPhQ1E3wMo5NceBw0gjTZz+VL/iViU97xOGgY0rT/n/n9+5Fo0CHyPYjKoIjGI5FImFa7Ad3TRQf9SAVbe7a07oiBjmBqdmzNWXbNO/Qju6gxbJm8m7NbryjODYz1mbtnhFJ00I+0+6Uh/Sa1VZynpqaxaNphnj7M3aH81SEpMYVZ4/bi/jZQUVaoqB0LVvf5zA9OS0vClAVdqFxDULLDAqOY1nMdEcHRP6zPmoLPu0Bm9t1AfKzwYti0XSWGTWz1mayVrSmLPok++vj2O5aO30/aTxLB8Xu4cuIJGxeeUpxrSSQsadqCZkU+j2xbO38B/mrRWimw1o41lzh98P4P6asmIZPJ+GvuCW5fcVGUyaODdsXRzuwz+cG96tCltWA2n5QiZczmE7j6Bn8m+7MTFZ/I8L+P4hsmRJt1ss7P+prd0ZUovxLqaWmzoVZPyqeLPhqX4sWjwN+Qpv38u6mfEpX0nKdBo0mT/fyWHyL/X0hkstybTCc6Ohpzc3OioqIwM/v8B0BEfV6/fo1UKkVHR4dSpUp9vcIPIDUtjVEXT3HOQx7dq5ilFQc79sTKUNhhuLTzOssHrSczX+v2I1rQbUJ7rBwscH/2nvVjtvHmQcbRt+p3rcmAeT1xKGSL37tAtk7Zzf1zT5RkBsztQashTTCxMObV7desGbEFP7fAz9rS1dNh7d3FFK1UiGFOE3F/5vXd/dfSkjBt3zgadBNMP8ODo5jQbiUBH3IsNu5anfFrB6D14cVSJpOxYu4JLp9RP4Jju27V6Nq3NlbWJni8C+Tv5ed484UdxnpNyjBgWCPsHS3w8wnjn7WXeXBHeZz7/9aQlh0rY2JigMtzH9YsOYO/TzgAFSoXZPmmgSrbHj1gi1q7m5ZWxqzc+gt50+XOe/rAkxlj95CSLDfpGz+rA83bVVJ8Hh0ex8Quf+H99vP/z2+l7YB6dB3eBEtbMzxc/Ngw8zBvn77PUL5u20r0n9gW+3xW+HmGsH3RCR5cdVGS6TehNS1718bYzBCXh56sm3oA/09Mf6s1KUvvsS0pXDoPyUlSXtx1Y/7gLWrdQ4VaxZm/ezh6BsIOw64NV9mz6RoAJmaGrNj2C4WKCYnRXZ+8Z9ov/2TKrLZt75p0HdwAS1sTPF4HsGH+Sd6+yDiFTN2W5en/ezPs81ri5xXG9hXnePCJiWW/Mc1o2a2afOwee7FuznH834cpyVRrUJLeI5tQuKSjfOweeDB/5C617qH3yCb0G9NMcZ4klfLLyWM4+8p9vCrZO7KrU1eM9YSFiSP/3mLLyvNqXe8j7XrUoOvAuljamODxNpC/F5/m7Uu/DOXrNStL/1FNsc9jgZ93GNtWXeTBrbdKMv1GNKFVl6oYmxrg8tSbtQtO4u+tPHbV65Wg97BGFC7uQHKylBcPPZk3du93919XT4d56/rhlC4tjG9ABCOn7SP8ww5993ZVGDWooWI3VZqaxritJ7nxSv1Frx71KjKgcRVszIx56xfCksP/8dI7KEP5ZpWKM7JNbfJYmeEdEslfJ29yy8VLSWZE61p0rlUeU0N9nnr6s/DgFbxDIhWfl8pnx9j2dSlbwJ40mYzLT91Ycew6CcnqpfzJZ23OjrHdsTUXfAAv+Lky9t5h0pChLZGwrmZ3GqdLVJ8gDeC+f18SUwNUNflNnNwZzuEt4USESClSWp8RcxwoWTHjSMQ3zkaz888QgnxTyFtIj18m21G9kbzP0hQZ/64M4cG1WAJ8kjE21capjjG/TLLF2l6Yh/rXcyPYT3mcBk20pcdwG7Xuwc6oKZXsViGRZD5P6I/kS+91mXmf/lg3/8Y5aBl+2eT4R5CWkIjPsDmibvAd5OjO4Jw5c5BIJEqHpigeIpqHtpYWfzVrQ718Bclrasaudt2UFME7Jx6wcsiGTCmCDbrX5reVA9g97xDDq0zG4/l7Fp+fjoWt6gmlTK0STNs7lvPbrjK88iRun7jPnGOTKFRWSADdY1IHOo5uxerhmxldcyqJcUksPj8DXf3PzXJ+XdaPMP9wtfsPcj+4pf3W8ODCU0WZlZ05iw6OwdrBnBrNyzPur/4KRRBg48rzmVIEGzQry9Cxzdmz9Toj+23C410QC9f2xdzSSKV8mQr5mLqgC+dPPGFE303cuf6G2St6UrCoYIrUvX8dOvSowdrFZ/h90FYSE5JZtLYvunryH2CX5z70bLlC6Th3/DEBfhFqm7lGhMcxddQuQtPt8FWqVphpi7qipS3ht3EtlBTBhLgkZvXfkClFsH77ygyd3Yk9f55jdMtleLr4sWDPCMytVQd2KF21MFPWD+TCPmdGtViK84XnzPznVwqWdFTIdBvRlPa/NGDtlAOMbbeSxPgkFuwZga6+sINep3VFJq7ux6WDdxnZfAkTOq7i2vGHat/Hc+d3LB6+XckPru+wRnToVRMDQz0WrO+rpAh6vglk1m87MqUI1m9VgaFT27Jn/WVGd1qL5+sAFvwzGHMrY5XypZ0KMGVlTy4cfsiojmtwvvKKmev7UbC40K9uvzagfb/arJ1znLHd15OYkMKCf35RCoxTp3k5Ji7rwaWjjxjZYTUTem3g2umnat/H3vVXOLbjluJcX0eHTW07UMHegRLWNmzr0ElJETx/9GGmFcH6Lcrx68RW7N74H6N6/I3Hm0AWbhyY8dhVzM+Upd25cOwRI7v/jfNVV2at7k3BdD6z3QbVo0PvmqyZf4KxfTaSmJDMwo0DlMeuaRkmLurKxeOPGdFtHeP7b+a/s+qZuaYkS5k3dg+vnwsm3vkcLVk5uxsmxvq0blxOSRGUyWTM3H0hU4pgC6cSTOhUn03n79Jz+R7e+IWyYURnrExUKzQVCzuyZEBrjjm/pMeyPfz33I2/hrSnmKNg0jqoaVV61a/EgoOX6fvnPhKSU9gwvDN6H6Ls2poZs3lkF3xCI+n7535GbDhGUUdr5vdVPy2Jb1gUw/4+SnS8sKPfIm9p5lduiwRYXKWDkiKYnBrOo8AhmVIEr5+OZsuiYPqOsWHdqcIUKW3A9AHeRIaq9jt0eRTPkt/9aNHdgvWnC1OruQnzhvng9Ube56SENNxeJdJ7tLy9mRvy4euRxJxfP18M6jfOhr33iiuODgOsPpP5VoLjL/MqdFam3jV+SnI6aIwYQEZtctxMtGzZsmQXBdQAAQAASURBVAQEBCiOW7dufb2SyP8t+to6bGrVgf0duuNoIpiaPf3vJQt6rlJ6EVWHLuPacm7rFS7suIa3qy+rh20mKT6ZFr80VinfaUwbHpx/yqEVJ/F+7ce/sw7g9tiDDqNaCjK/t2HPwiM4n3yI5wtvlg5Yh3UeS+p0rKbUVrWWlajSrAKbJqq3u5CelGQp87qs4NUdYcfDoaANy47/wdTNQ9DRFVY0d2+5xvEDmTM169y7JuePP+biqad4e4ayZvFpkhJTaNFedUCMjj1r8NDZjcO77+DjFcrOjf/h9jqADt2qCzK9arBv2w2cb7zB0y2YZbOPY21jSu0G8gUjqTSNiLA4xREdmUCt+iW5eOpppu4lyD+SqaN2E53O9692g1L8vfs3OveuqShLTkph7qDNvHmS8Q7et9Dp10ac2+vMpYP38H4XyNopB0hKSKZ5T9XRJTsMbsjDa64c2XgFH7cgdi0/g/tLH9oNqq+Q6TikIftXX+DuxRd4ufqz4vddWNubU7tFBQC0tLUYNq8LWxcc5+yu2/h5hOD9LpCbp56ovOa3cvfiC1b9sUfJD+63iS35a9dQSpUXFkj8vcOYPvgfYqMSMnW9ToPqcu7gfS4dfYS3ezBrZx8nKTGZ5l1U+xh36F+HhzffcuSfG/h4hLBr9SXcXfxp11cY647967B/w1XuXnHB600gKyYdwNrOjNpN5f5mWtpaDJvejq3Lz3J2/z38vELxdg/m5rkXmbqXLUvOcOmooIyb6OmxvX1n/u3QBQsDQdG4dekVa+afzNS1ADr3r8P5Iw+5dOIx3h4hrJ1/kqSEFFp0rKJSvmOf2jy8/Y7DO27h4xnCzvVXcHMNoH1P4Zno1Lc2+7Zc4+6113i+C2L59MNY25pSu7E8kJWWthbDJrdh658XOHvoAX7vw/D2COHmxZdq30dCfDIzR+7E652wM1eskC0bFvdm4ghl/8rFh/7j7KPXal8LoF+jyhy985IT91zwCAxnwcHLJCZL6VjzczcGgD4NnLjj6sW/Vx/hGRTO+rPOuPoG07NepXQyldly8T7XXnjwzj+UGbvOY2tuTOMK8h3P+uWKIE1NZdGhq7wPjuCVdxALDlymWaXi5LcxV/te3ALCGLnxOPHpItt2LeTEiSa/0aFABUWZNC2WR4FDiUvJnAvB0X/CaNnDgubdLChYXJ/RCxzQN9TiwqFIlfLHd4RTtb4J3YZaU6CYPgP+sKNYWQNO7pT7eRqbabN4VwHqtzEjfxF9SjsZMmKOA+9eJn62E2hkrI2VrY7iMDDK3OuvX+wx3oQvy1QbIiKaQo4rgzo6Ojg4OCgOGxv1tu1FspaCBQtSpEgRChYsmNNd+QwjXT3ym1kozt88cGNWh6WkJKlnLvMRHV0dSlQpwuPLwiq1TCbj8eXnlKlZQmWdMrVK8PiK8qr2w4vPKP1B3qGwHdaOljy5LLwoxkfH8/qeG2VqCauuFnbmjNs8jKX915IUnzW5rhLjk5jRdjEezwVlJU9hO/QNhR2G4/vvsWtz5iKu6uhoUbxUHh7fFxKRy2Tw5L4HZTJI4l66fH6epEtcDvDorrsi6btDXgusbUyV2oyPS+L1K19KV8iPKmrVL4mpuSEXM6nQAHh7hjD99z3Exwn/F4XT7WqlpqaxZMQOnt1+q6r6N6Ojq03xCvl5elNQ2mUyGU9vvaF0lUIq65SuUkhJHuDRtdeUrlIYAIcC1ljZm/PkliATH5PImydelPogU6x8fmwcLZGlyVh3YRJ7Hi9g3q7hSruL6nLlyAM2zjqiONfS0lKKuBoWFM30Qf8QEZI5nyMdXW2Kl83L03SmxTKZjKd33CjtpHreKl2pIE+dlU2RH916S+lKcnmHfFZY2ZnxJF2b8bFJvHnmQ6kPbRYrkwcbB3P52B0bw56b05i3ZZDS7qI6yGQy/ppxlDuXhVQnloaG2JsIO8SPnd1YOuVgpv0rdXS0KV46D0/uuitd/8k9d0pXVP18la6Ynyf33JXKHt15p5B3yGuJla2pUpvxsUm8fuGrkClW2hFbe3PS0mSsOzCCvVcmM//v/kq7i+oQE5XAtGE7CPQVrCoK5bdGJ11U23Wnb3PglvrWDyBPZVE6vz1306VokMng7htvKhRW/exUKOTI3bfeSmV3XN8r5PNam2NrbqyU9iE2MZkX7wOpUEjuq6eno01KahrpN6KSUuS7aU5FPvcH/x6eewUwbutJUtItpJY0TzfXpSXxOGgE0ckuqqp/MynJMt69TMSpjrDzrKUlwamOMa5PVC8KuT5OUJIHqFLPJEN5gLiYNCQSMDZTfr09uDGUbpXfMrKtB4c2h5Eqzfz20fvof3GP2JjpdkREcpocVwbfvXtHnjx5KFKkCH369MHb2ztD2aSkJKKjo5UOkezB0NAQIyMjDA0ztuXXBN67+jKt9SISYjMf1czcxhRtHW0igqKUyiOCo7B0sFBZx9LBgshP5YMisfog//FvRFDkZzKW9kKbE7eP5PSmi7x9pKwgZZbYyDimtJiPn9vnpj2Xzz5j45+ZMzUDMLMwQltHi8jwOKXyiPA4LDMwdbS0NiEi7FP5WIW81Ye/kZ/IRIbFYWWt2oytRQcnHt11JzQ4awIbvHXxZ86E/SSryBf41/g9OJ/PfARHMytj+XcuVHkuiwiJwTID02RLW7PPFKmI0BgsPwRlsfwQQEOlzIfPHAvITdT6jG/NvtUXmD1gE7FR8Sw9PAYTC9Wmvd/DyW3X2bXizGflMZHxTB/8j9JLu7qYWRrJxy4sVqk8IiwWS5sMvnc2JkSEZixvaWuiKMtIxvGDP2mfUU3Zt+Eqs4f9S2xUAkt3DcUkg+iz30paahpLxu37TGEFcH3mw7yxe0lJyZz1AwhjF/nJfUZ+Zew+fx5jsbQxVXz+sewzGWu5jGM++dj1Hd6YfVuuMWvULmKjE1j2z2BMzDI3duEhMUwdup0wFYsMO68+YsvFzAfasTQ2REdbi7BPchKGxcRjY6r6ubExMyYs+lP5OIW8jZmRoo3P2vzw2f23PlibGTGgcRV0tLUwNdTn9/b15PXNVc+H38PdN95M/vcsqWnKiwxpMinPgscRkai++fhHoiOkpKWChY2yn52FjTYRIarNRCNCpd8ln5yUxrZlwTRsZ4axqVCvwwBLpqzJy9I9BWjdy5IDf4eydUnWBA9yi1yDd/T3+7vmBA4ODuTJkwcHh6+nYVGLnDYNFc1E1SZHlcEaNWqwY8cOzp8/z4YNG/D09KRevXrExKh+mVu8eDHm5uaKI39+1SuYIv8/6BvqKflB5UY6jm6Fkakh+xcfz5b29Qz0lHYDP2JkrI9E6+cIwWxjZ0qVmkW5cCLzu4LpMTTSR1vr82nS2CzzClNO8vH//cCaC9w++wy3Fz6s+mMPyGTUa/v1XHffgon552Oko6uNgYrvYm5CMXYb/+P2xZe4vfJj1dRD8rFrWT7T7evoaGFg9PkYGRjqKpl350Y+jt3+Lde4fdkFN1d//px5FJkM6jdXbWb5Pegb6KGn9/kYmRrqq5DOPbgHhjFz9wX6N67CvRWjubpwKH5hUYRGx2WZ35qJgb5Snl4ACdroaGVe2fwRSFNkLBzlh0wmY9R8ZWWnyxBrKtY0pkhpA9r0seTXafac3BlOclJWRDCWoKP15Zy0moKFhQVWVlZYWFjkdFdENIwcVQZbtWpFt27dqFChAi1atODs2bNERkZy8OBBlfJTp04lKipKcfj4+KiUE/n/waGQHUsvzsTMOvOTcVRoDKnSVCztlX0wLO3MiQiMVFknIjASi0/l7S0I/yD/8W/6XcCP5x93Cys1KkfpWiU4m7iX88n7+ffdWgDWP1jCxO0jM3VPlvbmLL00E5u8n+ffqt2gFH/M7IAkk/pgdGQ8qdI0LD4JPGFpZfzZDstHIsJisbT+VN5EIR/+4a/FJzIW1saEf7I7AdC8nRMxUQk4Z2Hi7QpVCjF9UVe0dT6fJn+b25mm6fwb1SU6PE7+nbNR3gW0tDUlIkS15UNESLRiF1Ahb2Oq2An8mN5CpcyHz8I//E0f+CYlWUrA+zDs8lpm4o7k9Brbkk6/Nvqs3NBYn3mbB2bapBIgOiJePnaf7D5bWn+++/eRiNDPd77Sy0eExCrKMpIJ/zDO3u6Cj1pKSioBPuHYOVqof0PIo2PO/Ls/pSoW+OyzwiUcmLe+X5Yo0x/HzuKT+7T4yth9/jyaEBEao/j8Y9lnMmFyGcXYeQhRbVNSUgn0C8fWUX3fN/iQv3LTQKX8lR/pVKscf3Ssr6LW9xERl4A0NQ3rT3YBrU2NCI1RnX8uNDoOa7NP5Y0V8qEfdg1VtpluR/Hcozc0mbGZZrO2UH/KRjaec8bSxBDfUGXLFHVoUrEYs3s1VfKvBLnPbznbxdgaNsj0NcwsddDShshQ5Z3tyNBULG1VL+ha2uh8k7w0Rcai0b4E+6WweGcBpV1BVZSsZEiqFIL8MudaAlDaejp5TNpluh0RkZwkx81E02NhYUGJEiVwc1Mdxl9fXx8zMzOlQyR7iI6OJioqSiNNcWOiEvByE17ECpbJz6Kz0zA0yVxIY2mKlLePPHBqIqzuSyQSnJqUx+Wuat8wF+e3ODVW3g2o3LQCrh/kAz2DCQuIwKmJsOptZGpIqRrFcHGWKy7rf9/OsEoTGOY0kWFOE5neZhEAC3quYvuMfWrfj4mFMYvPzyBvMcGXxf2ZF3HpXjCatanIsD9aqqr+zUilabx77Y9TNSHvnkQClaoVwSWDEP+uL3yoVK2wUlnlGkVw/SAf6BdJWGiMUptGxnqUKpsP1+efLwI1b1eJy2efkZpFuepKlM7D3JU90Uu36/zM1VcpMMrYlX2o1SJzO0HSlFTePfehUl3BJ1UikVCpbglcH3mprOP6yEtJHsCpfklcH8mDOwR6hxEeFEWluoJPqpGJASWdCvH6g4zbcx+SE1PIW1Tw1dLW0cI+vxXBmTThbDeoPv0ntlGcp0pTcb0nzOlmlsYs/Gcw9plUOqUpqbx75UelWsUUZRKJhEq1iuGaQVAf16fvqVSzmFKZU+3iuH5I4xHoG054cLRSm0bG+pSsmJ/XH9p0e+lHclIKeQsLkW+1dbSwz2tJsH+k2vejpa3F5D974pTu2oFxMXhHC22WqViAmat6oZvJHUKpNJV3rv5UqpH+mZVQqUYRXJ+pXmR1feZDpRrK+Q8r1yymkA/0iyA8JEZJxshYn1Ll8ylk3Fz8SU5KIV8hITaAto4W9nkyN3ZWtqYs2jxIKX/lmxe+SibeAxpXYUjzzC3gSFPTcPUJokYJwSpJIoEaJfPz3FN1lM3nXgHUKKGs3NcsVUAh7xcWRUhUnFKbxgZ6lC/owHOvz6Mih8fEk5CcQovKJUlOSVXyX1SHmiULsKR/KyULiLcxwu+dlkSHinarsDRQHZTpW9HVk1C8nAFP7wiLeWlpMp7eiaO0k2oT4dKVDZXkAR7fVpb/qAj6eaWweFcBzCy/bink4ZKIlhZYWGfOqqiYxWgKmPVWnCcmS3F5r35k6VyPTKI5h8h3oVHKYGxsLO7u7jg6Zj6IgUjm8Pf3x8fHB39/9UL0ZxeJ8cnMHP4vU3/Zht/7UEV5yWrFmHt8ksp0Dd/DkVWnaT2kCc36N6BAqbyM2fArBsb6XNj+HwCTdozil0XC5H9szRmqtaxE1z/akr9kHvrN7kaJqkU5sU7wxTu2+gy9p3ehVruqFCpXgEn/jiLMP4Lbxx8AEOITitcrH8Xh+1b+khDgHkSon3ov5gZG+iw4PZWiFQspyt67+DCxyVxmdVhKUoIQGKVjzxr0/TVzK79H996lVcfKNG1TkfyFbBg9pS0GhrqKyJ4T53Rk0MgmCvnj++9RtVYxuvSpRf6C1vT9tQHFS+fhxCHBr+f4vnv0+qUeNeuXoFBROybO6URYaAx3ritHA6xUrTCOeS05f/xxpu7hIwUK27BwTR+MjAXTsnP/vWLk9P1sO3BHUaatrcWUDYOoWEd1cKFv5diW/2jZuzZNu1UnfzF7Ri3pjr6hPpcO3AVg/Op+DJwirDyf+OcaVRqWofNvjclX1J4+f7SieIUCnNp+QyFzfOs1eo5pQY1m5ShUypHxq/sRFhTFnQtyP8f42ETO7r5FvwmtqVy/FHmL2jFqcQ8Abp5W39S2cedqDJ/fVXGelpbGn8O2MrH5Qp78JwRGsbY3Y9GOIZ/tXn4vx7bfomX3ajTtWJn8RWwZNacj+oZ6XDr6CIDxS7sz8A8h/P6JnbepUq8EnQfVI18RW/qMakrxcnk5tdtZIXN85216Dm9MjcalKVTCnvHLuhMWHM2dy/IAGvFxSZzdf49+o5tRuU5x8ha2YdScTgDcPK9eRFGJRMLYBZ2p00xYNIpITKDfmcP0OX2IoDhht65K7eJMWtwNLe3M/Xwf3XmbVl2q0rS9E/kL2zJ6RnsMDPW4eFw+dhMWdmFQutyHx/fcoWrt4nTuX4d8hWzoO7wxxcvm4eT+uwqZY7vv0GtoQ2o2LEWh4vZMWNiFsJAY7lx1BeRjd+bQA/qOaEzlWsXIV8iG0TPaA6gdUdTU3JBFGwcq/BEBXJ55M2nINpZOOaQUYXp02zr0qFtRret8ZNd/j+lcuzztqpehsL0VM7o3wVBPl+P35N/vBX1bMKZdHYX8nutPqF26IP0bVaaQnSXDWtWkbH579t98mk7mMb+2qEGDckUo5mjNgr4tCImK4+pzIRhPz3oVKZXPjoK2FvSoV5EpXRux5tQtYhLUDzhWvqADq4a0Q09XUIrOB55n8evFXA66rCjT1jKgsv3fmOmVUftaAJ0HW3NufySXjkTi7ZbE2pmBJMan0byrBQDLx/uzbZngy9dxoBUPb8RyZGsYPu5J7PorhHcvEmjfX76QJE2RsWCkL29fJDJ5VR7S0iA8REp4iJSUZPnCncvjeI5tC8fDNZEA72SuHo9i08IgGnc0x9Rc/UWVgmYDKGo5XHGekprKpC2n+e2vIxqrECYlJZGYmEhSUtYEqRP5echRZ6sJEybQrl07ChYsiL+/P7Nnz0ZbW5tevXrlZLdENJTkZCnzft/D6w+rzFOHbGflrqHYOsjNi5wal2fG/nHM7bpC7Wh71w/ewcLWjAFze2DpYIH7Uy+mtVpIZLDcFMeugA2yNMFHw8X5LYv7rGbg/F4MWtgbv3cBzOm0DK9Xwur6gWUnMDA2YOym3zCxMOLlrddMbbUw09FPM0JXT4dZRyZQtrawMxTgGcTk5vOJCY/l+XUXFvRcxezDE9D58BLQb2hDYqMT1E4xcf3SK8wtjOj/W0MsreUJrKeP2aMIKmPrYE5aOt8Wl+e+LJlxlAHDGzFwRGP8fcKZO2E/790F87GDO29jYKjL79PaYWJiwKtn3kwfs1uR/P0jLds78eqZNz6fJAVXB3tHcxav64dZuiAqN++7sWS9XLnfftAZU2MDureTh9/X09dl9vahTO2xVu0UEzdOPsbcyoS+E9pgZWuK+ys/Zvb9m8gP5nd2eSyVvnOuDz1ZOmoHAya1ZeDktvh5hjB/8BbevxF2Jg79fRkDIz3GLOuFiZkhrx54MLPv36QkCTslW+cfJ1WaxoQ1/dA30OX1k/dM6b5W7XQPNZqV449VfZRyum2auIfLe+TpguZ0W8XSs1MoVV2+85WngDUL/xnMpH6b1L7mjXPPMbcypu+YZvKxc/Vn5pBtiiAmdo4WymP3xJulE/YzYGxzBv7RAj+vUOaP3MX7dGkJDm25joGhHmPmdcbEzIBXj7yYOWQ7Kel2mbYuOysfu2Xd5WP3zIcpA7YQG63effw6pQ3NOgs7L7HJyQw8e4R3EfLvdP+zhznQrocixUS95uWIi03krznH1boewI0LLzG3NKbfiCbypPNvApgx/F/FM2vn8MnYPfNh6ZSDDBjdlIFjmuHvHca83/fy3k14eT+0/aZ87GZ1wMTUgFdPvJkx/F/lsfvzPKmpaUxc1BU9fR3evPBlypBtxMZ8fxAwA0M95q/vT6F0ZscebwOZNXIXSYkp3L7iwup5Jxk7p4Mir+rUbo2ISUhSO8XEhSdvsTQxZETrWtiYGfHGN4QRG44R/sHs08HSVGmue+YZwNR/zzGqTW1Gt6uDd3AkY7eexC1AmK+2X36IoZ4us3o2xdRQnyce/ozYcJTkdIpsuYIODG9dCyN9XTyDIlhw4AqnH7iqdQ8AxRytWT+sE0b6gtnxjZAbHPA5AMAe7z0YaRtR26Y2ADpaJlRx2Mz9gH5qp5ho0NaMqHApu1aFEBGaSpHS+izYUUBh9hnsn4Ik3RpHmSpGTP4rL/+uDGHHihDyFNJj1sb8FCoptwIKDUrh7mX5sz6ijXKflu4tQMWaxujqSbh+Oordq0NISZbhkF+XToOs6DxY/TyDeU06UdJqkuI8LU3GnH8vcuulvA+j1h5j6/juFHH83D0jJ/H09Mww6XxWIJOBJqRe1IQ+5DYkshzMmtmzZ09u3LhBWFgYtra21K1bl/+xd5bRTSVtAH6SurtRHIq7u7u7uy66uLu7y8LC4u7u7u5WCoW6u0vy/SjkJpAWSFOa8uU5J6fcyczcucPkzrwzr8ydO5d8+fL9uDApqowWFhaEh4drVUbVzNu3bzP0pfGrJCdLmD96LzcvvFJIz5nXjsXb+2NhJdiynN92lSV91v1fBoQVi0VM2j2Cmh2qyNJC/EIZWX0qPnI2TgB1u1Vn3NahskWSVCplycxj6Qo+n5WxsjZh6b+9cc4pTOCPXngwZvYhBbfrAJOGNqJJHeEUJyIkmrFtV6Qr+HxWpkRlF2bvHIS+oXAyv3PuYXbMOaKQz9TKhKUXJpO7qKAS9+bJZyb12Zyu4PNZmc6D69Dj7way67ikJPqcOcxtH0X1v1L2Tuxq1h4TPWHxfnDrTTapwSNwVkRPX5eZa7pRRk7t18cjmNG9Nn1nq9y6WxUGjGkk26hISpYwYtNxbqQj+HxWJruNBVtHdMDOQrDvfBjykHUf1iGVc8UoRswwl2GUsiwlS4tN8uW+T7d0BZ/Pytgb16OU/XJEopRTRalUyoK9VzhwXXHetLc05b8xHclmozlr07TWdelZT38tm33NTMRG6TPXUQeS2Di8hk7Xyga/QKaqie7duxcfHx/i4+Px8vJi7969Py0Iavn/QSqVsmrm0e8EQUhxRDBl4Dai5UJLNOhZi7+W9fydTdQY/l4/QEEQjAyNYkLDOd8JggCXdt5g/YitCnZwo6a0oHLNgt/l/dMxNTNk7upuCoLg6/e+TJh/5DtBEGDBunNcu/tedm1ubcLc3UNwyKH6bnNWxaVEDqZvHaAgCB5de+47QRAgKjSaic0W4esunCYVLp2LKau7ZXlPmarQvFtlBUEwSSJh+KWT3wmCAE8DfBl47hjxycIpW7te1ejYN/2OUbIaYh0xExZ2UBAEg/wjmDhwq1KnVUd23mbPv0I8VV0dMUt6N6NsvvTF6MuK2JmbsGFIGwVB8FX4KzZ83KAgCAJIkLDWbS1vI4RTVCNdJ8o5bUZf/P/3rrM2rERJ+yUyQRBg3fHb3wmCAAFhUQxaeYjgiO8dnmnRomlolM2gFi3fIpVK2bTkLOcOPUo1z/tX3swcupMEObXLNn83pdvUdqmW+RPpt6AbTfrXk13HRscxpdl83F+k7mDg6JozbJ8heO/V0RUzaV47SpbLnZFN1SgMDPWYtbwz+QoI7sjdPYMYM/sQsXHKVXklEikzlp3k4XNBNdTWyZJ5e4fKYvn9P5DDxZHZuwZjLOe86cKum6wfszPVMiF+YUxsupBg3zBZWtlqBRi3pFO67eCyEnValGbQF3s5AIlUyvhr5zj/SbkDNYCb3p/5+9IpkuTiwfX+uwFN1eDZNqsgEokYMb0lVesK9msRYTFM+msr/mk4odm+9hLH996TXRvq67JqQEsKZ09fwPushIWxIesHtyG7raUszS3KjVVuq0iSKo/dlyRNYuX7lbhHC6eoJnq5Keu4McuEVFAHFgYlKO2wGrFIOJnfcfERm8+mblrhGRjGkNVHiIxJfxzkLEFmxxbUxhlUmf+fmVdLlmTfv9c4tPXmD/M9f+DOvNF7SZILyNxzZkdaDWuckc3TGDqOa0nHcS1l1wnxicxsu4TXd5R7QZVn5+yDHF4hBAjX19dl5tLOFCiSLUPaqkno6oqZurADReVc+fv4hzFy5kEiotKewBOTkpm44CivXAV1qWy57Zi7a7BaArdrOvbZrZm7ezAW1sIJw+0Tj1g28N8flvV1D2BS84VEhAinONUbFWf4zNYZ0lZNo2Ltwoya307BvnL27Ssccv1e++Fbzrq/Z+L18wpq8EMmN6NW4xIZ1l5Nov+YRjRoVVZ2HRMdz9QhOxTCVaTGuvknuSynBm9qZMC6Qa3JbZ/+cCqajpG+Hmv+aoVLNsGTq2eMJ8tdl5MgSVtFO04SxzLXZfjECg7lzA2KUMZhLWJR5qsFZjSmei6UcfhHIebi0dsvWX7oehqlUnD1CuTvdceITcgYHwFatKgDrTCoRWM5ufceW1de+On8d6+8Zfm0w0jkds0Hr+hNve5/thpV0wH16begm+w6OTmZBd1X8ej8z9v+rR+1lXNbr8iujYz1mbuyKznl3Of/aYjFIsbNakP5KoKqWXBoNCNnHiQo5HtVM2XExiUyZs4hPn4WFqJ5ijgza9tfGGTx4OppYWVnxrw9Q7DLJiyin157zbzua3/aedOnV15Ma72UWDmhu2H78vQd10Tt7dUkSlTIy6SVXdDRFVTNVj2+w5aXP+8N98C7l8y9e1UmEIrFYsbMaUv56unzbKvpdB5QizbdBU+dCfGJzBqxm3cvlYewUcaSqYe5e1VQe7Q2M2bDkLY4Wf25p1z6ujqs6N+cErkFT+0BcQEsdV1KTLLy+IjfEpUUxZJ3SwiKF7x4WxmWS7Gfy1xfhBmKkW52yjluQl/HUpZ26fF75uy8mHqhb3j6wYexG04qNTnQokUT0AqDWjSSK6eesXbOiV8ud+n4U/5ZcFrBDm7M5sFUbpG+GEmaSq2OVRi+rp/sWiqVsmLgRm4cvJtGKeUs67eeW0cFlRdzS2Pmr+mGQzZLdTRV4xg2oSk16xeVXUdExTFq1gG8/cJ+qZ7IqDhGzjqoUK5wuTxM3dwPXf0/b5FkYm7EnF2Dcc4rqNe9e/iRGe2W/7KH3Df33ZjVaaWCine7vjXoOLCWupqrUbgUdWb6+p7oy4XA2fLiMcsf3k6jlHI2PX/E2ieC2qOung5TlnamWJlcammrptG8U0V6DhXU4JOTklkw/gBP73/8pXokyRLmjdvH84eC2qOjlRn/DGmLlanyeHdZGR2xiAU9m1CpoDAuQhNCWeK6hPDEXwtYH5oYypJ3iuXsjGtS3G4Bf+Jy0kDHjnKOmzHQFTZF7775zKQtZxQ8xv4Mt19/YsrWsyRL1BMLVyPJ7NiC2jiDKvPn/Xq1ZHnuXXvLkkkHVfYGenzXHXauuyy71tHVYcq+UZSqXTSNUlmP8o1LM377MAVvoP+O28HZ/y7/oKRyJBIpczst5/ElIVaarb0589d0x9rGNI2SWY8+Q+vSpLWgahYbl8C4uYf5IBe78ldIOVE8oHCiWLZmYcat7oFY/OdMTAZG+szc/hd5i2aXpX1+483klosVTvh+hceXXrKg5zqFeHC9RjWiSaeK6W6vJpEjnz2zN/XB2FSIX3nY9RUzb6v2ewVY8uAm218KcSENDPWYubo7+Qr9WbF6azctyeCJzWTXEomE5TOPcfuKaqEVEuKTmDF8F+9fe8vScttbsX5QG8yMDNIombUQiWBap/rULSloP3w94QuM/7FarTL84/1Z+m4pMUnCiaKTaROK2ExJd3s1CV2xOWUdN2GsJ3g+fvbRh1H/HFf5hO/CI1fm77n8f+npXItmoxUGtShFLBbLPr+Tl48+MXfkHpKT0rd7tmvdZY7uEHbb9Q30mHl0PAXK/RneaotVK8T0g6NlcQIB9i08yoGlv36aKk9iQhLTWy3kzT3BU6ZzDmvmru6GqdmfYRvSvkcVOvasJrtOSExi8qLjvHznk0apH+PjH86oWQeJiBRizVVvVpphCzulq15NQVdPhyn/9qVo+byyNL/PgUxsupDIn1SrTY1bxx6ycuh/inZw01tSq1n6AoRrCvbOlsz9ry8W1oLN0YVPboy9mv6wENNuXeLo+9eyaxMzQ+b+04vsuW3TKJV1qFijIGNmt1Gwr9y45CwXjz/5Qcm0iYmOZ8rg7Xi6C0JR4Rz2rBrQAkO9P+NEf3SrmrSqJGyCxiXHsdx1OT5x6XvXecZ6suL9CuKTheDlOcw74WL1d7rq1RR0REaUddiAmb6LLO29dxB/rz1KXIJyRzs/y+GbL1hz7FZ6m6iRiKSa89Hya2iFQS1KKVCgAEWKFKFAgd9ng/L+tTfTBm8nIT59L9uv/LPgFBeOCnY4xmZGzD8zmZyFs7Y78XylcjPnxAQM5HawT/xzns2Tdqul/rjoeCY3ncenV56ytLwuDsxa3gUDufABWZEmrcvQb1h92XVysoTZK09z/+kntdT/0SOIsXMPExMrOGRo1KUKfae0TKOU5iMWixizsjvlagseHAWvoKFquce5bdf5d+IeBTu40Qs6UD6LhzqxtDFl3n/9sHO0kKXd9vZgyMUTJKvphGD0lTNc+vxBuKe1CfM29FK4Z1akeLncTF7aScG+cvfGqxzddUct9YeHxjBxoKIX0jL5srOkTzN0s7hn2/4NKtC9dhnZdaIkkdVuq/kY/WtqtanxPuo9az+sJUkizNd5LQeS26K3WurPLEToUdphNZaGwkaUZ2AYQ1YdIiImPo2SP8+Wcw/Yev6BWurSokUdZO23nZY/Bk/3lHiBMVHqedl+Zfm0I9y+JOyam9uYsfD8VBxyZU3HKM4uTsw/OwUTC+GE4creW6weskmt94kMiWJCw9n4ugvxCYuWzMG0RR3Qy6Lx4GrUK8qwCYKqmVQqZcmGC1y5/WOPq7/CK1dfJi86RkKiXDy4QfXoMLR+GqU0myHzO1KzpaBWGxkazaQWi5TGr0wPh1aeYe9i4XRbV0+Hyau6USyLhjoxMTNkzuY+OMud0j0P9KP/uSMkJKvPmUSyVMrgCye46yNs4Ng7WTJvQy8srEzSKKm5uBTJxoxV3RTsK4/tvsuOdaqr1SojyD+CSQO3EiYXn7B60TzM6dYQsShrqnh3rF6Soc0ERzvJ0mT++fAPryNep1Hq13kR/oJ/3f9FIhU0eQpaj8XZtK1a7/O7EKFDCfvF2BgJsXoDw6IYvPIQQRE/52jnZ1l15CaHb774cUY1ki9fPgoWLKiN563lO7TCoJZMJ8AnjEn9thAeov7grJJkCfNH7+XpXWHX3NbZhoUXpmLlkLV2ze2y27Dw/FSs7IV23zv9mIU9VmeIDUKwTyjj689WOPkpVzk/42a1znJ2cOUq52f8bKHdUqmU9Tuuc+JixkzGD559ZtbyUyTJedbsPbEFTbpXS6OUZtJ7YnOadBMWlnHRcUxrsxT3F55plFKdrdMPcGKj4KnPwFCPGf/0Il8WC3ViYKTHzA29yFdYaPf70CB6nj5EdKL63czHJyfR7+wRXgYKAnqOPHbMWd9TwU4xK/C13SZy8SsvnXzK+oWn0iilOt4ewUwetI2oCEHFu3HZQkxsVztD7peRNPmm3RKphK2ftvI47Oe91f4K90Pus+PzDoU5qKjtTByMG2TI/TIOEUVsZ+BoIrQ7LCqWwasO4x0ckSF3nLv7IucfvcuQupWhp6cn+2QImR1bUBtnUGW0wqCWTCUsOIqJ/bcQ6PdrXs1+hcTEZGYM3cm758Li1Tl/ygmbqWXW2DW3sDVjwTcnmi9uvGFWuyUKjjfUje9HfyY2mkNESKQsrUa9ogyXc+ag6RQtmYOpizqgK6dqtvPIfXYfzVg1nat337P4n2/iwc1rT82WZdIopVm0G1yPDkOFxVFiQhKzOq/i9d33aZRKP2tHbOfyXsHm18TMkDmbFE/YNBldPR0mr+xG0bK5ZWmekeF0P3WQ0LjY1Aumk6jEBHqcPohbaLAszaVINmau6pZlVLztnSyYt6GnwonmnatvWDrtSIbe98M7P6YP30WcnIp3h+olGSZ3wqbp1Ciah9ndGirYV+7z3MfNoB/H6k0PVwOvctDroOxaJBJTwn4RNkZZp+8KWo8lu5lwohkTl8DwtUf54BucRqn0IZXClC1nufXqU4bdQ4uWn0ErDGpRip+fH97e3vj5+WXYPaIj45g8cCven1Tz4PgrxMUmMOWvbXxyE3bN85XMzZyTEzE01uxdc2MzI+admUzOQoKto9sTd6Y0n09CXMYHsnV/4cGUZvOJjRa8RTZuVYZ+w+ulUUoz+GrraCi3ED567ikbdt74Lfc/dekla7ddU4wHt7IH5esU+UHJzKdR1yr0nSzYOiYnS1jYez2PLmS8apNUKmVJ/43cO/NUlmZpY8q8Lf2wc9LsE32xWMSYRYq2jgEx0XQ/eQC/6PQ52vkZQuJi6X7qIN6RwmlG8XJ5mLSkEzq6mj3lp9g69sbO0VKW9uyBO/PG7v/p+JXp4dWTz8wds5dEORXvfg0q0LNO2TRKaQbl8n9v63jC9wTn/c//lvuf9jvNad/TsmuxSJ9S9iuxNCj1W+6fHvJaDCS3RS/ZdXxiEqP+Oc7LTxm3/vlKUrKEsRtO8PSD948za9GSQWj2zKAl0wgLCyM0NJSwsLAMqT8+LpHpQ3bw4Y1vhtSvjMjwWCb334KfV4gsrWiVgkw7NAY9DY0Hp2+ox6zj4ylQVtDx93L1YWKjOcREZNwJw7e8ufueGW0WK8SDa9+9Kh17au7Or3NOa+av6a7gBfXizbcs3fjzwYLVwd7jD9lxSDEe3OSNfSlaIW8apTKXGs1LM2xBR9m1VCpl1bAt3Dh8P41S6iU5KZk5XVbx4qYQINw+myXz/uun4JVT0xgyoxU1mwjOJ8Lj4+hx6iCfIsJ+Wxt8oyPpfuoAQbGC6n2KV862GqvircwLqusrb2YM30liOj04/goPbr5nyeRDJMsJn6Na1aB1pWK/rQ2/SpEc9qzs3wIDOS+oF/0vcsQ7Y09Tv+WA1wGuBV6TXeuKjSnjsB5Tvd/niO5XyWHWGRdrwQtqUrKESZtPc/9dxqjBKyMuMYnha4/h6qVauI+fJSQkhKCgIEJCQn6cWRUyO7agNs6gymiFQS2/naTEZOaO2sPLR59++72DAyKZ2G8LwYHCrnn5hqW+xOvTrBfI1/iIJWsKrsEDPIMYV38WYYEZY8OQFo8vPGdBt5Ukyzm+6DO0Hk3aaN6uua29GfPXdMdSTmi48+gjs1eeJjNCPG3cfZMjZ5/Krg2M9Jm5TTFen6ZQtlZhxq7uqRBWZvOUfZzdcvW3tyUhLpFpbZfx/sknWVr2vHbM+SZen6bQe3QjmnQU4iPGJCbQ58xh3oZk7CJPGR/DQ+lx6hAR8YJTrtpNSzJoguapeKfER+ymEB/R42MAUwZvJzYmIY2SGcO1cy9ZO++kgor3tE71qF/KJY1SmUMeB2vWDWqDqZx36dtBt9nlsStT2rPt0zbuhwibRno6FpRz/Bcj3RxplMocnEyaUlguPqJEImX2rgtcefYhjVIZQ1RsPINXHcYjQD3emZUREBCAn58fAQEBGXYPLVkTrTCo5bcikUhYMukg96/9PqPpb/H1DGHygK1EhgsnazU7VOHv9QMyrU3fIhKJGLtlCJWbl5OlhQWGM6HBbAI9M86G4UfcOHSPFQM3KiySho1vSq0GmrNrbmFpzPw13XFwspSlPXvtxeTFxxV2+383y/69yPnrQpBsE3Mj5u4ejHNe+0xr07cUKZ+XKZv6oSvnMXbfkpMcWJYxjjt+hpiIWCa3WISHXBzI/EWdmfFPT42yg2vXryYdBtSSXSckJ/PX+eM88k9fTLf08Do4gH5njxAr57CmeaeK9ByqOSreuro6TFnamWJlcsvS/H3CmDRwGxFh6vXg+CucPviArasFLQKxWMT8Ho2pXChXprXpW5yszPhncBusTI1kaU/DnrLZfXOmtUmKlI0fN/IiXFAnN9C1o7zjfxjoaM67zs6oJsXs5ivYVy47dI0Td9TrcfVXCImMYdDKw/iHRv44sxYtakQrDGr5bUilUtbNOcHV088zuyl8cvVn2uDtxMntOjfpX4++87tmYqsEBq/sTd2u1WXX0eHRTGo8F890BkZXB2f/u8y/43bI2cGJGDuzFeWr5M/kloGxiT5zVnYlZx7B0Y7rR3/GzTtMwm9UNVOGVApzV5/h9kO5eHC2ZszbOwRbOcE1s8hbxJmZ2wZiaKQvSzu16TL/Td2Xia1KITwokknNFhHgIdgXFy+fl0kru2qEHVyjDhXoO7ax7DpZImHk5VNc9/qUeY36wn0/LwZfPK4QyqLzgFq07ZH5Kt5isYgxc9tSvrqgRhgaHMXEgVsICvj92g/fsm/zdQ5sFZyv6OnqsKxvc0rmdkqj1O/B2syYf4a0xdHKTJb2NuIta93WIiHzNr0gJZTFGrc1vI8UHE0Z6TlTznETemLLzGvYF6wMy1HSfjlikaBWu+nMPXZffpKJrUrBNySCwasOExr1+8xA1EZmexDVehNVGZE0I3zS/yYiIiKwsLAgPDwcc3PzzG7OH8Xbt29JSkpCV1eXQoUKqaXOrSsvsHfjVbXUpS7KVMnPjLXd0ZezGdwx8wD3z6jmhjsmJuUFLhKJMDIy/EFu5VRrU4mO4wTHHfGx8UxsPJcXcqdKmkCfuV3oPLG17Do+LpHFM44SoKJn2NjYlFMAESIMjYx+kPt7RKIUtdWSch4cPXxCGDxpD2G/0b7yR+jr67JsaltKFRXUpjzd/Fg5dg9Jiap5hhXGHRip0HfGpoaMXd0DKzvhPXr1wF0W9FyXIWFLVCW7iyNLL07BUi68ytWTTzm67ZbKdcbIjTtV+i5f4WwMmdFSplYrlUqZdP0Ce95m/qaXPM3zFWJFnSboyKn/blh0mtdPPVSqT9ZvIhFGhr/ebwCN2pSlcbvysuuoiFjG9fuPj+8y3nHHr/D3tJY0bitoaUTExDFp+1lCo1V7r8TGCH2nyrtORyRiYvs6FM4hnLS5R7uz6O0i4iRxaZT8vRjpGDGh0ARyGueUpYXFP+dt8HxQUWBN7xyrr2NLCbuF6IpNZWl7rz5l0b4rKrUnoyiSy4F//m6roP6bXtJa16VnPf21bI5lsxGruO5RJ5LYODxHTdXKBr+AVhjUohR1C4OHtt7k38Vn1NAy9VOtQTEmLumIjk76TxhevnwJoLZ+S0pMYkabxdw7lTExotLL8LX9aD6ooVrqUnff+QdFMGjSHgKCNE/lxsRYn1UzO1Iwn4Na6lN33z0494zp7ZZnaNgSVclfKheLzk7CxMJYLfWpu+/m373GhmcZG7ZEVboWKcmcavVkqnHpQd39FhebwKS/tqksnGYkIpGIiYs6UENN6vDq7jufWB/mv51PVFLGe6v9Vcx1zZlYeCKOho5qqU/dfXfq3humbj2b7noygnIFsrNqSGsM1eTgLsOFwaUaJAyO1gqDv0Lm69do+eM5e+ihxgqCADfPv2TVzKMadQICKfaVi3uv1VhBEGD10M1c3pOxMaxUITQ8hpEzD2qkIAgQHZPA6NkH+eyVefafqfHy1jtmd16lkYIggNvTz0xru4y4mPgfZ/7NrH96T2MFQYBdr5+x5IHm/V4TE5OYM3qvRgqCkHLau2jiQR7eytj4mqoQFB/EkndLNFIQBIhIimDJuyWEJmScYxRVufb8AzO2n8vsZqTKQ1cvJmw6RWKyZr6Ltfw5aIVBLRlKoF84q2Yczexm/JBzhx5x8/yrzG6GApd23eDybs1buMkjlUpZ1HMN4UGZb98jz5qtV/HwziD32WoiLCKWOas1b5NkTtfVxMf+fg+Ov8LLW+/Yt/hEZjdDgdfBASy893viV6aHtU/ucd/XK7ObocDx3fc0UtCSJykpmdmj9mSqEyplbP20ldBEzRO05AlOCGb75+2Z3QwF4hOTGP/vKZIlmrUJ/C3XX3zk0HXNUjnX8uehmcHVtPwxJMYnIdHwl+1XMsOFeVrERWmO7UdaJCcl/9Y4YD9DjIYLM1+JjUv8cabfTGwWGXea1k55j52aTnSiZv0+YmM175RXGfFxiWRKbJo0iJdkjb6LS9as36tEIiVBQ7UfviUmPou8WzTFeYsmtCGLoRUGtSjFzMyM5ORkdHR0fpxZiwxdXV10dXVVckTx/45IJEJfXx9jY/XYgv0/oe071dH2nWpo33Wqox1zqqPtOy1a1I9WGNSiFGdn58xuQpZEXZ5X/x8xNjbG3NwcGxubzG5KlkPbd6qj7TvV0L7rVEc75lRH23eqY2BggI6ODrq62qW/FkW0I0KLFi0aQZ48eTK7CVkWbd+pjrbvtPxutGNOdbR9pzoZ3ndSUcons9GENmQxtA5ktGjRokWLFi1atGjRouX/EO3JoBYtWrRo0aJFixYtWlRGJE35ZDaa0IashlYY1KIUNzc3WXDS/PnzZ3Zzsgxv3rwBQE9PT9tvv4h2zKmOtu9UR9t3qqF916mOdsypjrbvtGhRP1phUItSkpKSSErSrHABWYHkL8FhRSKtzvqvEh8fj1TD3LZnFbR9pzravlMN7btOdbRjTnW0fac6np6eMi/xOXLkyOzmaNEgVLIZ7NGjB1u2bOHDhw/qbo8WLVr+T9FO8Kqj7TvV0fadlt+NdsypjrbvVCc6OpqoqCiio6Mz5gZSDfpo+SVUEgb19fWZP38+Li4u5MiRg27durFp0ybev3+v7vZp0aJFixYtWrRo0aJFi5YMQCVhcNOmTbi6uuLp6cmiRYswNTVl6dKlFCpUiOzZs6u7jVq0aNGiRYsWLVq0aNGiRc2ky2bQysoKGxsbrKyssLS0RFdXFzs7O3W1TcsfSvPOFWnXuzpWtqZ8fOfHunkncX3hlWr+6g2K0WNYPRycLfH+HMx/y87x4IarQp7uQ+vSuF15TMwMef3kM6tnHcfHI1ghT4UaBekyqDZ5CjiSEJ/Ei4fuzBq+K0OeMaNoMbgh7ce0wNrRkg/PPrN2+H+8e+CWav4a7SrRc1YnHHPb4f3ej00TdnL/zBOFPD1ndqRxv7qYWprw6tZbVg3+F283P9n3s46OJ1+p3FjamxMZGs2Tiy/YNGEnwb6hGfacGUGbRqXo3Ko81pYmfPgUyPJNl3gj95zfUrtyAfp1roqjvQVevqGs33Gdu4/dFfL07VSV5vWLY2ZswIu3PizZeAEv3zDZ9zmcrBjcsybFC2VDT1eHD58D+XfPLZ689Myox1Q7zQfWo93IJlg7WPDxhSfrRm3n3cOPqeav3qYCPae1xSGXLd5u/myeso8H554p5OkxtQ2NetfG1NKY13dcWTV8Kz4f/GXfb3u7DMdcinPJ5qn72L/kpHofLoPpXrQUA0uWx87IhDfBgUy/dYlngamPuSZ5CzC6XFWym1ngHh7KgnvXueopjLmGeVzoWrgkxe0csDI0osnBbbwODlSoY171+lR1zoWDiQnRiYk89vdhwb3rfAgLybDnzAiad6xAu57VUuYJVz/WLTiF60vvVPNXr1+UHkPq4pDNEm+PEP5bcY4HNxW1lboPrkPjNuVS5omnHqyeexwfD8V+qVC9AF0G1iKPiyMJCUm8ePiJWSN3Z8gzZhRvDrzh5c6XxAbHYu1iTcUxFbErmvra7NPFTzze8Jgo3yjMc5hTbmg5slcVNvY/X/nMu8PvCH4TTHxEPM13NsemgGLQ9wivCB6ufIj/M38kiRKcKzlTcUxFjGyMMuw51U2HmiXpUb8sNuYmuHoFsmjfFV599k81f70yLgxqXoVsNuZ4BISx6sgNbr36pJDnr2aVaV2tOGZGBjz76MO83ZfwDAyTfV8ohz3DW1ejaC4HkiVSLj9xY+mha8TGJ2bQU2rR8j0qnQxOmjSJKlWqYGNjw4QJE4iLi2PChAn4+fnx5MmTH1eg5f+WGo2K039cE3auu8zQ9mv5+M6PuRt6YWFtojR/4VI5mbC4A+cOP2RIu7XcufyGaau7kiu/vSxP+77Vadm1MqtmHmNE5/XExSYyd2Mv9PSFvY6q9YsydkE7zh95zOA2qxndfQNXTj1TdkuNpWaHKgxc2pOdsw4wqOx4Pj7/zPyzk7G0M1eav0jlAkzaPYKz/11mUJlx3Dp2nxlHxpG7qGA43nFcS1oNa8zKQRsZVmkicdHxzD87BT0DPVmep1dfMqfjMnoX+ptZ7ZbglM+BqQdGZ/jzqpM6VQsytHcttuy/Q98xO3D7FMCyae2wtDBWmr9YwWxMH9WMk5de0mf0dm7cd2P++FbkyWkry9O1dQXaNS3Nkn8uMGDCLmLjE1k2tR36ejqyPIsmt0ZHR8zf0/fTd+wO3D4FsmhSG6wtld9X06jZriIDFnZh19wjDKk8lY/PPZh7fBwWqY25Si5M3DaYs9uuMbjSVG6feMT0/SPIVURYWHYY3ZSWgxuwevgW/q4xg7joeOadGKcw5gC2zTxIp9xDZZ9j6y5k6LOqm2b5CjKlci1WPrpD00M7eB0SwPam7bAxVP5/X8YhG6vqNmPfu5c0ObSd85/c2NiwFQWshDFnrKvHQz9vFty7nup9XwT5M/baWert20KP0wcB2N6kHeIs5OilRsNi9B/TmJ0brjC00/qUeWJ9z9TniZI5mLCgPeeOPGJIx/XcufKGaSu6KM4TvavTsnMlVs05zohuG4iLTWDu+p6K80TdIoyd25bzx54wuMNaRvf8lytnnmf486oT9wvuPFjxgFL9StFiewusXay5MPwCsSGxSvMHPA/g2tRrFGhRgBY7WpCzZk4uj71M6Adhsy8pNgn7kvaUHVpWaR2JsYlcGHYBRNBoXSOa/NuE5MRkLo2+hFSSNQy4GpQtwKi2Ndh46i5d5u3ivVcQa4e3wcpMuTBbIq8T8/o04djtl3SZt4urz9xY9lcL8mUThOSeDcrRuXYp5u2+SM9Fe4iNT2Tt8Dbo66bMEbYWJqz/uy2egWH0WLSXoWuOkDebDTN7NPwtz6xFy1dUEgYXLFjAhw8fmD59Onv37mX58uW0bNkSKysrdbdPyx9Gm55VOXvwIReOPsbjQyCrZx4jPi6Rhm2UTzKtulXm4c33HNxyE8+PgWxffRG31z606FJZlqd196rs2XCVu1fe4O7qz+KJB7CxN6NK3cIAiHXE/DWhKZuWnOX0/vt4fw7G40MgN869/C3PrC7ajmzGmU2XOLf1Kh5vvFj510biYxJo2KeO0vythzflwdmnHFhyHI+33mybtg+3xx9pObSRkOfvpuyae4g7xx/i/sKDhT3XYJPNiqqtysvyHF5xijf33hPgEcTrO67sW3iUwpVc0NHVUXZbjaRT83KcuPCC05df8skrmMUbLhAXn0izOsWU5m/frAz3nriz59gDPnuHsGnPLVzd/WnbuJRCnu0H73LzwQc+fA5izqrT2FibUr1CirtzCzMjcmSzZufhe3z4HISXbxjrd1zHyFCPvHJCpSbTZnhjzm65yvkdN/B468OqYVuIj42nYc8aSvO3GtKAh+efc3D5aTzf+bB91iHcnn6i5V/15PI0Ys/C49w5+Rj3l54s6rcBGydLqrRQfAfERsUR6h8u+8THxGfos6qbfsXLsffNCw68e4lbWDCTr18gNimRDoWUj7k+xctwzdOdjc8e8CEshGUPb/EqyJ+exUrJ8hx5/5pVj+9wy+tzqvfd8+Y593298IqK4FVQAEsf3MTZzJzsZsoFeE2kTfcqnD38kAvHnuDxMZDVc06kzBOtyijN36prZR7eduPgtlt4ugeyfe0l3N740qJTRVme1l0rs+ffa9y9+hb39/4snnIIGzszqtSRmyfGN2HT8nOcPvAgZZ74GMiN81lrnni1+xUFWhXApbkLlnktqTyhMrqGurw/odynw+u9r3Gu5Eyx7sWwzGNJmb/KYF3Imjf738jy5GuSj1L9SuFUwUlpHQHPAojyjaLatGpY5bfCKr8V1WdUJ+hNEL4PfTPkOdVN17plOHLrJcfvvMbdL4S5ey4Sl5BEy8rKf69dapfmzutPbL/wCHe/ENafuMNbzwA61iwl5KlThk1n7nPt+UfeewcxbetZ7CxMqFUqHwA1iuclKTmZBXsv89k/lNef/Zm3+yL1yriQw87idzy2Fi2AisLgkydPmDx5Mvfv36dq1ao4OzvTpUsXNm7ciKur648r0PJ/ia6eDi5FsvHkjqDWKJVKeXLXjcIlcyotU7hUTp7cVfRa++iWG4VLpZxuOWa3wtrOTCFPTFQ8b597yerMXyQbdo4WSCRS1hwcwu6rE5j9T0+FXWNNR1dPlwJl8/L4orBLLZVKeXzxOUUqFVBapkjlAjy+pLir/fD8Mwp/ye+Yxx4bJyueXHwh+z4mIoa399woUrmg0jrNrEyp06U6r2+7kpyUnN7H+i3o6oopkM+Bh8+FBbRUCg+fe1C0YDalZYoVyKaQH+Dek08U+5I/m4MFtlamPHgm5ImOSeD1e19ZnvDIWD57BdOoVlEMDfTQEYto1bAkIWHRvPuQuuqRpqCrp4NL6dw8vvxKliaVSnly+RVFKiiP71W4Yn6eXHmlkPbowgsKV3QBwDG3HTZOljy+LCywYyJiefvgI4UrKtbZYXQzDnitY+2d2bQb2QSxjkrTVaagJxZTzM6BW95yYw645eVBGQflY660fTaF/ADXvT6lmv9nMNLVo33BYnhEhOEbFalyPb8TXV0dXApn48ldQRU5ZZ74QOESyt3hFy6R4/t54rYbhUukzAGOzl/miXvfzBMvvGR15i/shJ3Dl3li32B2XxzH7LXds9Q8kZyYTPDbYJzKC0KbSCzCqbwTgS8ClZYJfBH4nZDnXMk51fzKkCRKQAQ6+sIGoY6+DiKxCP+nWeBdpyOmcE4H7r31kKVJpXDvrQcl8ioXgIvndVLID3Dn9WdZfmdbC+wsTBTyRMUl8NLdjxJ5Un7Tero6JCZJkHeQGp+YEtKrVD5ntTzb70SEEHg+Uz+Z3RFZEJVsBkuWLEnJkiUZPnw4AM+ePWP58uUMGTIEiUQiiz+kCQQFBREUFCS7trS0xNHRUSGPq6srEonkh3Vly5YNc3NhdzU2NpbPn1PfoZXHxcUFHR3hRfltu1LDyMiIXLlyKaR9/vyZ2FjlKh/y2NraYmsrnEAkJyf/tMfXr+6bk5KS8PPzw9HRkfj4eNzd3WXpaaGrmzK0xMmCioW5pTE6ujqEBUcp5A0LjiJHHuX2DFa2pkrzW9mYffk+5W9YkJI8tqYAOGVPObHuNqQOGxedwd87lLa9qrFoaz/6Nl1OVHhKX/r6+hIUFIStrS1RUVF4eXkhlUp/OJ6/Pqv8/1NSUhJv374FwNTUlKgoxfal1n9f6wLw8xcmUQtbM3R0dQj1D1fIHxoQTo5CyicNK0dLwr7N7x+GtaMlgOxvqH/Yd3msHCwV0vot6EqLIY0wMjHk9R1XpjSfr/D9Bzc3giLMMTMzIzJSWHSm1X/yzyqPOvouSm7ha2FmhK6OmJAwRXfaIWHR5HK2VlqXtaUJoWExCmmh4TFYW5rIvv+appAnLAZrK0GVbcTMA8wf34rzu4YjkUoJC49h9OxDREannHIlxMfLnlVT+u7ru9D8y5gLC/h2zEWQIxUh2srBktDv8odj5ZCyy/11zH1bZ1hAONYOwk74sXXncXvyicjQaIpUcqH3rA5YO1qycbxguxUSGqr2vkvPuy5aTxBWrQyN0BWLCYpVHHOBsdHks1Q+5uyMTQiKURxPgTEx2BopV41Mi25FSjGxUg1M9PT5EBpMt1MHSJSb47w8vQgyNteYd11QoDAXmlulNU8oP1FPdZ74Mgd8/ft9nmi5eSLl/6XbX3XYuOQM/j5htO1RlUWb+tC3xUqiIlLmibfv3qGjI9aY32tsjLAWiA+LR5osxchaUbXRyNqI8M+KvzlZ+eBYpflTUytVhl0xO3QNdXm45iFlB5dFKpXyaM0jpMlSYoNT6omJidGod11covC9pemXOSJC8fcXEhFDbgflGm+25iYEf5M/OCIaG/MUNfCvf7+tMzgyBtsv3z1458modjXoUb8suy8/wchAj2GtqqfUbyH87gMDA9XSd9rY0VpSQyVhUCqV8uTJE65evcrVq1e5efMmERERlChRgpo1a6q7jSoTFBSEn5+isb6yH01SUtJPCYPfxreRSqUq/7iSk5N/qqyyPD8bED61Z/0ZzM3NiYiIUKhHR0cHa+uUCTMwMDDNeD9f76Mnynx7AZE4ZZ9o78Zr3LqQcmqxbPIhdlweT40GxTh94AEAEkmy7Fn19PSwtrZGIpH8UGj/+qxSqRRra2tCQkKUpsuTWv/J//9INGhTZf/i45zZfBmHXHZ0n9ae8duGKQiESUkp41kkEik8a1r99+1YNDExkcU/SnffaUgsqlH96xEaHsOQKXuIT0iieb0SLJzUmv7jdhIcGo1UKrRbU/pOEzi86qzs3+4vPUlMSOLvNb3ZMnU/iQlfnk8iUXvfpeddJ9XT/6VnzEiOub3mptcn7E1M6V+iHGvrNafdsT3Ef3m+ZE171/3E/JvRiL7YVO7ddI1bl14DsGzaYXacH0uNBkU5ffAhkNJuqVSsMb9XqQYEVTO0MqTW/FrcXXiXN/veIBKLyNMgDzaFbGT9Kr9e0oS+0wTNlo++wUzfdo5RbWsytGU1JBIJe68+JSg8WmEOk6jpXWdvb090dHTGve+lopRPZqMJbchiqCQMWltbExUVRcmSJalZsyb9+/enevXqWFpaqrl56UP+B/J1h0T+dE7+u5+ZjETfGOCLRKJUd61+hI6Ozk+VVZZHV1f3p8qm9qw/g3xQ0q/16OrqYm+fojITFhb2c32WLPRZRFgMyUnJWNqYKuSxtDEl9JuTva+EBkUpzx8c+eX7lL+WtqaEBEUq5Pn4NsVWISQwJd3jQ4Ds+8TEZPy8QrBzspSlicU6smc1MDDA3t6e5ORkwsLCfvickDIevgrQIPS1np6erN++8jP9J5b7/wsPiiQ5KVl2wvIVK3sLQv2Uty/ULwzLb/M7WBLyJf/Xv/JpX68/PPukUC4iOJKI4Ei83/vi8caLPZ4bKFypAG/uun551pTxrK+v/91p9M/2X1xcnOzf6e47ud9qeGQsSckS2WneV6wtTQgOUx58NyQsGqtvnLxYWRjLThe//rWyMCY4VKjDytIYN/eUcVa2eE6qlM1L4x5riIlNAGDpxouUK5GLxrWKsvPIfUQi4Vk1pe++EvFlzFnafzvmzFMfc/5hWH2X30J2ov11nFnaWxDiJ5xUWNpb8OF56loW7x58QFdPF4dctni9T9ngE4nFau+7dL3r5P4dGhdLkkTy3amenZEJgbHKx1xgTDS2xopjzs7Y+LvTxZ8hMiGByIQEPkWE8cTfh2e9htEwtwvHP6ScLuho2rtOLJyqRoSqcZ74kv/rX0sbU0Lk6rC0MeHju5Tx9HX+8Pj4zTzhHYLdlxPtr8+qoyPWmN+rKF4YeQaWBoh0RN+d6sWGxKbq1dPI5vtTwNiQ708Lf4RzJWfaHmlLXFgcIh0RBmYG7G20lzz186S0U269pAl9lyQnJ4ZFfZkjzBV/f9bmxt+d/n0lSO4U8Cs2cqeFX/9amxsTFCH8hm3MjHnnJajgnn3wjrMP3mFtZkxsQiJSqZSudcvgHSS8H8VqeteZmZn99NpTy/8XKo2InTt3Ur16dQWVSU1GV1eXQoUKpfp9gQLKba5+hJGRUZr1psW3Kpy/wrdqoz+Ljo7OT7f3q0qCrq7ud2q18PN95vNZCO+QlJjM+9c+lKqUjzuXU4zTRSIRpSrm48Seu0rLv3nqQalK+Ti647YsrUzlfLx5muKa388rlJDASEpVzCsT/oxNDChUIjun9t0DwO2VDwnxiWTPbcurxykLTh1dMQ7ZrAiQCwPg5OT03f/Jr/QZCKfH6hhz7x2ExXFSYhKujz5Sum5xbh9LOckUiUSUrlucY2vPKi3/+o4rpesU58jK07K0MvVKyAQ4P/cAgn1DKV23mEz4MzYzolDF/Jz451yq7RJ9WbjpGQivj3z582Ob7Xv1N1XHXHr7ztT0LZCiZpuUJMH1gz9lS+Tkxv0Ue1WRCMqWyMnh08q9H7909aFc8VwcOPlYlla+ZC5evvMBwMc/nKDQKMqVyIXbp5SJ3dhInyIuThw9+xQAwy/9o0yj4Otptb6BQarPmll993VhnpSYzPsnnyhduwh3TjwCvvxeaxfl+D/KPXu+uedGqVpFObJGGD9l6hbjzb0U9XS/T4EE+4ZRunZRPj5PsaUxNjOkUPm8nPz3UqptylsyF8nJEsICBQHE2spK7X2XnnddtJ8Q9iBRIuFloD9VnHNy/tOXMQdUcc7J9lfKx9yTAB+qOOfivxfCmKvmnIvH/j4/df/UECFCBOjLbS5lz5Fdo951D+2EZ0xKSub9Gx9KVczLnSvy80ReTuy9p7T8m+eelKqYl6O77sjSylTKx5svY8zPW26e+CL8GZsYUKh4dk590Qxxey03TzxJKadsnihUsKBS51mZ9Xs1emMEX+RbHT0dbArZ4PvAl1y1UtYJUokU34e+FGqv/D52xe3wfeBL0c5FZWk+93ywK65amDBDS0MAfB/4EhcaR44aKTaZxsbGGvWuSwndkPIeS0qW8MbDnwoFc3D1WYpdqUgEFQrmYN9V5V7HX3z0pULBnOy+LPyeKxbKyfOPKesQ76BwAsOjqVAwB65fhD8TQ32K5XHkwI3v6wyJTBEeW1YuSkJiMnffCLaGdnZ2auk7SFm3atHyLSoJg02bNpX928srJT6cNtj8n0VaalHp4fC2W4yZ15b3r7x598KL1t2rYGikz/kjKYvNMfPaERwQwZYV5wE4uvMOi7f2o03Pqty//o5ajUvgUsyZlTOOyuo8suMWnQfWxscjGD+vUHoMq0dwQCS3L6UsJGKi4zm1/z7dhtQl0C+cAJ8w2vVO0cu/ce4F6iQj7WUPLT/JuK1DcH34gXf33Wg9oimGJgac23IFgHFbhxLkE8J/k1Lsqo6sOsXSqzNpN6oZ9049planqhQol48VAzfI6jyy8hRdJrfF+70fvu4B9JrVkWCfUG4dTVkgFaqQn4Ll8/Py5lsiQ6PIls+RXrM64u3mx5s76nUWlVFjDmDviYdMHtaYt27+vHnvS4fmZTEy0OPUF0cmU4Y3JjA4ig27bgBw4ORj1szuSKcW5bj96CP1qhWiUD5HFskJQQdOPqZnu0p4+obi6x9Ov85VCQ6JkgmcL9/5Ehkdx+Rhjdl64A7x8Uk0r18CJ3sL7jxKPU6fKmTY73XVGcb8OwDXR+68e/iR1kMbYmhswPntKaENxm4aSJBPKFum7Qfg6NrzLD4/ibZ/N+b+mafUbF8JlzJ5WDHkP1mdR9eepfP4lni7+eH3KZCe09sR7BvG7eMp74DCFfNTqHw+nl17Q0xkLIUrufDXwq5c3nOLqDDlu/TpIaP6btOLhyyt1ZgXgf48DfClb/GyGOvpceBdyphbWrsx/tFRLLqfMub+e/GYfc070q9EOa54fKR5vkIUt3Nk4nVhzFkYGOJsaoa9ccopWN4v9oeBMdEExsaQw8yC5vkKct3rMyFxMTiamDGoVAXikpO44uGOOsnId93hHbcZM7tNyjzx0pvW3SqnzBNHUwTlMXPapswTq1L65uiuOyze3Jc2Papw/7ortRoVx6VoNlbOPiar88iuO3TuXwufzyH4eYfSY0hdggMjuX1Zbp448IBug+p8mSfCaderKoDaPYpm5LuuaJei3Jh5A9vCttgWteX13tckxSbh0izFidON6Tcwtjem7JAU771FOhXhzMAzvNz1kuxVs+N+3p3gN8FUmVRFVmd8eDxR/lHEBqacIEZ8TtmUMbI2wtg25XTs/Yn3WOS2wNDKkMAXgdxfep+inYtikUu9XjEzqu92XXrMzJ4Nee0RwKtPfnSpUxojAz2O30kxLZnVsyEBYVGsOXYLgN1XnvDvqPZ0q1uGmy/daViuIEVyOTBn90VZnbsvP6Zfk4p4BIbhExTOoOZVCAyP5upTwZFRx5olefbRl5j4BCoVzsXfbaqz+uhNomLV7z05IiIiZTNSJMqYwxzpl09mowltyGKoJAxKJBLmzJnD0qVLZUa7ZmZmjB49msmTJyuofGjJmmTURH/97AssrE3oPrQuVrZmfHzry5SBWwkLTlGjsHeyUHjZv3nqwcJx++k5vB69RjTA53Mws4bt4rOboMpzYPMNDI30GT6jFaZmhrx6/JkpA7fKbIsANi05S3KShLHz26NvqMu7515M6LOZqAhB5UTTubb/NpZ25vSc2RErR0s+PP3EpMZzZc447HPaKsR0en3HlfldV9Jrdmd6z+2C93tfZrRexKdXQsDzfYuOYWhiyIgNAzG1NOblzbdMbDyXxC8Bb+NiEqjauiI9ZnTA0MSAYN8wHp57yq6OyxX6Vx1k5OLy8q13WJob069zVawtjXFzD2T07IMyBzAOtuZI5Pru5TsfZi4/Rf8u1RjQtRpevmFMXHgUdw9B9XzXkfsYGugx7q8GmJoY8OKNN6NnHyIhMeU5wiNjGT37EAO6VGPlzA7o6ohx9wxm4oKjstNEdZFRfXft4D0sbM3oMa0tVg4WfHzuweSWiwkLSFkM2uWwUei313ffs6DXenpOb0evme3xcfNnZocVfH7tJcuzf+kpDI0N+HtNH0wtjXl125XJLRbLxlxifCI121ei2+TW6Bno4fcpkMOrz3J41ZkMecaM6ruTH95hbWjMyHJVsTM25k1QID1PHyQoNmXMOZuaK7zrHvv78PflU4wuX42xFarxKTyMAeeO4hoqjLn6ufKxpHZj2fWaes0BWPHwNise3SY+OYnyTtnpXbwsFgaGBMVGc9/Xi7ZHdxMcp35BOqO4fu4lFlYmdB9cNyXo/DtfpgzeTljIl3nC0QKpnArgm2eeLJx4gJ5D69FrWH18PIKZNWK34jyx5QaGRnoMn9YiZZ544sGUwdsV54nl50hOljB2bjv0DXR598KLCf23EBWp3nkiI991eernIS40jicbn6QEnS9gTf2V9WVqolH+UQp+5O1L2FNzdk0e//OYx+seY57DnDqL62CVT3Cc4nHDg1uzbsmur02+BkDJfiUpPaA0AOGfw3m09hEJEQmYOplSoncJinQpovbny6i+O//IFStTIwY1q4yNeYoq59DVR2Qndo7WZgp2fM8/+jL5vzMMblGFoS2r4hEYxqh/jvPBR9CG2nb+IUb6ekzpUg8zYwOefvBh6OrDJMjZKxbN7cjAZpUxNtDjk38o83Zd4tR9IayHOvHx8SEpKQldXd0so9mn5fcgkqqwzTJx4kQ2b97MzJkzqVo1Zefs5s2bzJgxg/79+zN37ly1N1QZERERWFhYEB4ernRgv337VjbwVVXn/H/l5cuUndD09p3P52D6NFmmrmZlKKPmtKVBa+VxrH4WdfUbwIn151g1ZFO66vhd7PHaoFRN9FdQZ99NXHBUdkKnyeTOYcPOlb3TXY86+66lbT/iojU/pl/roQ35a3G3dNejrr575OdN22N70t2e38GWxm2onTNvuupQ55jb+c9ldq6/kq46fhenHs1Id4xVdfbd3DdzcYvS/HddIbNCjC80Pt31qKvvYuMTqTpiTbrb8zsY2rIqfRpVSHc9aa2Jf7SeTouvZXPNn4vY0DDd7Uwvkrg4Pk+crNKz/L+i0sngtm3b2LRpEy1atJCllShRAmdnZwYPHvzbhEEtWrRo0aJFixYtWrRkMlo10SyLSvqcISEhSndkChUqJHM1rUWLFi1atGjRokWLFi1aNBeVhMGSJUuyZs33x+tr1qyhZMmS6W6UFi1atGjRokWLFi1asgYiqeZ8tPwaKqmJLl68mCZNmnDx4kUqV64MwJ07d/D09OT06dM/KK1FixYtWrRo0aJFixYtWjKbXz4ZTExMZObMmZw+fZo2bdoQFhZGWFgYbdq04d27d1SvXj0j2qkSRkZGso+WX+NrgFht3/0a2n5THW3fqY6271RH23eqoe031dH2nepo+06LFvXzyyeDenp6PH/+HCcnJ+bMmZMRbVIbqgZn15ISyNTa2hp7e/vMbkqWQttvqqPtO9XR9p3qaPtONbT9pjravlMdbd9pMFoHMlkWlWwGu3XrxubNm9XdFi1asjxisRiRSJTZzdCiRYuWDEX7rtOiRYuWPwOVbAaTkpL477//uHjxImXLlsXExETh+2XLskZcOS2po53oVaNAgQKZ3YQsi3bMqY6271RH23eqoX3XqY52zKmOtu9URywWyz5atMijkjD48uVLypRJCc7t6uqq8J32R/pnoJ3otfxutGNOdbR9pzravtPyu9GOOdXR9p3qZHjfadVEsywqCYNXrlxRdzsyhM+fP5OUlISurq7WfvAX0fadamj7TXW0fac62r5THW3fqYa231RH23eqo+07LVrUj0rCYFYhNjZW9tLQ8mto+041tP2mOtq+Ux1t36mOtu9UQ9tvqqPtO9XR9p3moikx/jShDVkNreKwlgzF1tGcYmVzZ3Yzfoi1nRklKuRJdz0SiUQNrUmhdL0SWNqZq62+jKJMfc1rZ71qhcgKGusNqhfO7CZ8R51OVTK7CT9E31CPqi3LZ3YzFHCxsqWQtV1mN+OH5LGwooSdY7rrUee7rmLNQhgZ66utvoyiZsNiiHU0a9lUybpSZjfhp6hko1ntNNDTpXbJfJndjB9iamRAtWLpX5to0ZIWmvVW06IxqGui1zfQY+ba7uQr7KSW+jICMwsj5m3qjaOzVbrrUucCKbuLE/PPTsHYXHPjKRWu5MKMQ2PQ1Uv/Lq06+65utUKMHlBPbfVlBB2bl6V724pqqUudfTd0ZS+qt6mgtvrUjY6uDpN3DaN4tYJqqU9dfWduYMD2pu3IbW6plvoyAicTM3Y2bY+NkXG661LnmHMpnI0Zq7qhp6+5pz3lq7kwZm5btfhFUOu7zqEurbK1Ult9GUH77O2paVdTLXWpq+/EYhHz+jahfMEcaqkvIzDU02XVkJYUyK6eTSY/Pz+8vb3x8/NTS31a/hw0982rJV3ERMfz4NZ7le1oPT09AdARi/HzSPrl8vaOFhQpkfKSNTEzZO6GXozu8S/en4JUbFHGYGikz5x/epI7v4MszcsrhPeuqr0sPT29gZRYSL4+qk1ahQpnw8nJEoD8pfMw58REJjScTUJcokr1ZRR5iudk7qlJGJkKwurLR58IDohQqb6vY06so4O/e8IvlxeJRFSoWRBDo5QThlYNSxEZFc+GXTdUak9G0rRuMYb2qiVbWEqlEoi/ANJf/60BmOoKfSeN/fDrFYhNERmkLNZ0dMSM3zKImIhYHl18oVJ7MgqRSMSYfwdQqUlpWVpIbAy3vD1UrtPTX/jNvldhRsxjaUUx25T3h72xCTuatafd0T34x0Sp3KaMwNrQiB1N2+FsJpziuwYE4RYYrFJ9nl4p70ixjg4fk1UTkMrldMbezBSAkuXzMGlxB2aP2oskWX3CkjooUionk5d0Qk9u0+vxQ3ciwmNVqk/2rhOL8fP+9WcVi0VUrV4QHd2U/fwW2VoQkxzDef/zKrUnI2ni2IQmTk1k14mSJK76v0Gq4urEM+pr3+ng4fvr84SVvinlbfICKaeDy/5qwaCVh3j5SbMEJF0dMYsHNqdUPme11RkWFiZTsXV0TL92wHdIRSmfzEYT2pDFEEml0iyrXRsREYGFhQXh4eGYm3+vpvb27VvZwC9UqFAmtDBzSIhPZPKwnTx/9CnT2qCjI2bakk5UqiHs3gf4hDG6+0YC/cIzrV3y6OnpMOufnpSuJKiKeHuF8PewHYSGRmdau+zszFi5pgcODhaytHunHzO91SKSk5IzrV3yZMvnwLLrs7FxEk5Tr597wYIx+5BIMu+VUq6aCzPWdEdXTwcAqVTKuu3X2HPsYaa16VtqVnJh5ujm6Mqpm0nCp0PsnkxsFYhMxyAyHSC7jouOY2KzRby++z4TW6XI0BU9aT5QOPGNTIin04l9vAoKyLQ2GenqsqNpe8o5Cou296FBdDi+j9A41YQFdWOqp8+e5h0oLqce+to3gO47DhAV/+sLanWR18aaXb06YG0sbChdOvmUxZMPZVqbviVfQUcWbuqDqZyGxomjj1i15GwmtgrqNijG+KktZBtKEqmELZ+2cDPoZqa2S55adrXokauHQhsnPN3HJb+XmdquacVa0zJHOdl1WFQs/Zcd4IOvahsj6kYkgnl9mtCwnHq0H76S1pr4R+vptPhaNs/MeYgNDdXZZJWQxMXhPn2SSs/y/4pWTfQPIzkpmbkTD2SqIAiQnCxh7oT9Cu2wz2bJvE29sbBKv4pSehGLRUxc2klBEAwMjGTcmD2ZKgh+bcfY0YrtqNikDOO2DdWI0C3WTlYsOD9VQRB8ePM9i8cfyFRBUNaOiQdkqkQikYjBPWrSrG7xTG3XV8qVyMX0kU0VBcHIpZkuCAJIo5YgjdkruzY0MWTW4dHkKa4ZalQ9Z7RTEATjkhLpe+ZIpgqCALFJSfQ5c5jXwUI7XKxs2dq4DSZ6epnYshQMdHTZ1Ki1giD4MSiEvrsPZ6ogCPAxOIR+uw8TFR8vS6vbrBSDxjfNxFYJOOe0Yc76ngqC4JWLr1iz7FwmtiqFS+dfsma50A6xSEyv3L0oY1kmE1slUMG6At1zdVeYs+a+PJbpgiDA3FfHuOz3SnZtaWrEuuFtyGajGYLDpM511S4IatGSFlph8A9CKpWydNYx7l57l9lNASAhPonpI3fz/o2PLC1HHjvmbOyFsalBJrYMRs5uQ5W6RWTX4eExjB+7Bz8NObX09gphwti9REXFydLqdK7GsLX9MrFVYGZtysLzU3HKI6jVvn7ymdkjdpGYqBmnltfOvGD1rOOya5FIxNi/6lOrcubGpypawIl541uiL6dqJo3eDNEbMrFVikgjZiCNPS27NrMyYd7xcWTL55B6od9Am+GN6Tyuhew6MTmZQReOc9/PKxNbJRCREE+PUwdxDw+VpZW0d+Lfhq3R19HJtHbpisWsq9+cStkEgd43PJI+uw4TEqMZp5avfAMYtO848UmCinTLLpXoPqhOJrYKbB3MmbehF1Y2prK0e3fcWDTneKZven3l+OFHbP33quxaR6TDX/n+orBZ5jqmKm5RnP55+iMWCUvMFW/PcNRLMzQ0kqUSJj/bz70gN1manaUp6/9ui6155m5WD29VjbbVS2RqG1RGqkEfLb+EVhj8g1i/+AyXTj3L7GYoEBMdz+ShO/BwD5SluRRxZuba7ugbZI7J6l8TmlK/lbB7GhMTz8Tx+/isYfaMbm7+TJ64n/h4wVaw+V8N6DO3S6a0x9DEgHmnJ5G7qLCw/PjOj2mDtxMfq1n2jGcOPOA/ud17HR0x00Y0oUKp3JnSnrw5bVk8uQ3GRoLHRGnMfqSRCzOlPakjQRo+Fmn8dVmKtaMl80+NVzgJ/p007FmDAQs6y6maSRl99QxXPNwzpT2pERQbQ7eTB/CNipSlVXHOyZp6zdHJhBN9EbC0VmPq5hK0H0KiY+i96xC+EZGpF8wE7n/24u+DJ0mScw7SZWAtWnernCntsbAyZv6GXjhks5SlvXjmwewph0hK0ix7xl3bbnFo3z3ZtZ5Yj2Euw8hrkjdT2uNi6sKQfEPQFQvz+38frrHDXXPUVwESJEmMfryLF6GCvXEOO0vWDm+LmVHmbFb3alCOXg01y0uylv8PtMLgH8L2fy5zTG5C0CTCw2KYOGQ7Ab5hsrTi5fIweXlnmQH876LroNq06i64zk+IT2Lq5IO8e+v7W9vxs7x84cWMaYdJkrMV7DShFe1HN/+t7dDT12Xm0fEUquAiS/P5HMzkAVuIiohLo2TmsX/zdQ5sFoQafT1d5o5rQbGC2X5rO7I5WLBsWjvMzQRVM2ncWaQR035rO36eRKRhw5AmPJKlOOayY/6p8ZhZm6ZRTv1UbVmOv9f0UVA1m3rzIsfd3v7Wdvws3lERdD91gJDYGFlag9z5WVSr0W9vy8yqdWnpIpwQRcXH03f3EdyDQ9MolXlcee/OhGPn+OrGQCQS0X90I+q1KP2DkurF2MSAOet6kCOP4MHRzdWPqeP3Ex+vmoOnjGbDmoucldsINtIxYmSBkTgbqc/5yM+QwygHI1xGYKAjCFMHPe6x1lXzHNsAxCYnMPzRdtwi/WVpLs62rBraCsPf7Nm2TbXiDGtV7bfeU4uWr/zRwqCtrS12dnbY2tpmdlMylCO777Dr32uZ3Yw0CfKPYMLg7YSFCB72KtYsxJh57X6bHVyLrpXpNqSu7Do5ScLsWUd4+uTzb7m/qty/94H5cwXVJJFIRP9F3WnU5/eoUYnFIibtGUEZObu7IP9wJvbfQmiQZnlM/JbNy85x5sAD2bWRoT6LJrchX67f806wsTJh+fT22MoJUdL4m0jDRgOadcKggDQWaehApIlvZEm5Cjsz99hYjEx/j4OA0nWKMmHbYHR0BTXLxfdvsOu1Zmk/fItbWAi9zhwiKkGwx2tboCjTq/w+tcfR5avSo5ggRMUlJjFw7zFe+2WufeWPOPHyLbPPXpFdi8ViRk5vSZXav0ftUU9flxmruuJSRBCivDyCmTh6L9FR8WmUzFykUli+6BQ3rgmbJKa6powuMBpb/d/zrnMwcGB0wdEY6wpqlud8nrPw1Ynfcn9ViUiMZciDLXjFhMjSSubNxrK/WijYdmck9csWYGLnOhrhEyA9fA06rwkfLb/GHy8MOjg4/NHC4IUTT9mgAcbsP4O3RzCThu4gOlI4SardtCRDpmT8KVfdFqX4a0ITOVf+UhYvOsntW5rjKTEtrl55w8rlgvc6kUjEiA0DqN4u4wP5jto0iGqthXh4EWExTOq/FX9vzTxh+JbVs45x/awQIsHc1JBl09rj7GiZofc1MzVk+bR2CveRJjxBGjYU0Cy1WqVII5CG9kGa9EmWVLBcXmYcHImeQcY6RilcIT/T941AX+4+G589YO0TzdR++Jbngf70O3eEODk7uN7FyzCibJU0SqmHfiXKMrS08F5ITE5m+MGTPPTwzvB7q4NdD5+x4spt2bWOrg4TFranVIWMVXsU64iZvLgjJcoJAb4D/CMYP3I3YZnsVOxnkCRLmT/zKI8fCOrTVvpWjC04Fgs9izRKph8rPSvGFByjcJ+bAe+Y9vwgkixgwBUUH8ng+1sIjBPCIlUqnIv5fZogzmABrUqR3Mzp1Qgd8R+9HNei4WhHXxbm9pU3LJt9jKwUHeTDOz+mjthFvFzMvGadKtLr7/oZds9KtQsxclYbxHIv27VrLnDhfOZ7NfsVTp54wqaNwq65jo4OE3YMp2yDkhl2z0HLetGwV23ZdUx0PFMGbsXjg2afMMgjkUhZNP4AD28Kgn/KiV07hRM7dWJkqMeSKW3Jm0tQNZMmvkUa2h+kMWmU1DAkwUhDeiNNFmJwlapZhEk7hiDOoF3z3EWzM+vIaIUTyH1vXzDvrmZrP3zLXR9Phl48oWAH93fZyvQulnHeHtsXLMbkSrUU7CsnHDvHNTfNsq/8Eetv3mPr3ceya30DPaat6ELBYtkz7J5jZrehUi3B3X5YaDQTRu4mwF+1uKmZQWJCMjMmHeTNK0Hwtze0Z3SB0RjrZIxjFFNdU8YUHIOtgbDp/iTkE+Oe7CFJqhlOxX4G79gQhjzYQniC8H6uW8aFKd3qpVEqfZTKl43FA5uhp5t5TqbUSmY7jdE6kFEZrTCYRXl6/yPzJh3UuOC8P8Orpx7MHrePJDnvkx3716RtL/Xry5con4dJSzvJ4s4BbNtynSOHNMOr2a+yZ/cd9u65I7vWN9Bj+qExFMkAT5ndprajzQjBxXtCQhIzh+7E9WXWOGGQJykpmdkjdvHqsaASnM3BMsWWT81qj3q6Osyf0IqiBZxkadKkz0hD+4I06ywsZUi8UwRCiaBGVaV5WUZt6K/2WznlsWfeifGYywnppz++Y+J1zbQ5+hEXP39g7NWzCnZwU6vUpm2Bomq/V6M8Lsyv0UBB1WzmmcucfKUZ3qV/lQUXrnHoqeD+39jEgNlru5Mzr10apVRj8MRm1GkqbKpFR8czafRePD00I+7crxAbm8Dksftw/yhs2OUwzsHIAiPRF+unUfLXMRQbMrrAaLIZCXbYb8N9GPFoB/GSLKD98A0fogIY/nA7MUmCSnCrKsUY2baG2u9VILsdKwe3xEj/94WfMTMzw9zcHDMzs992Ty1Zgz9aGExOTpZ9/iTevvRixug9JCZopjH7z/Dg1nsWTTusEA+u35hGNGxbVm33cCnqzIy13RVUzQ4dvM/2bZrl1exX+XfDFU6dfCK7NjIxZM7JieQpnlNt92g1tDE9ZnSQXScnJTN/9F6e3f+otnv8buJjE5k+ZDsf5ZwF5c1py5KpbTEyVM+ELBaLmDGqGeVK5JKlSZP9kYb2BklgGiU1nOQPSEP6IZUINqL1u1Zj0JJuaruF4LXUUpZ23fMTIy6dRpKFtB++5cj718y4dVl2LRaJWFizIfVz51fbPao552Jl3aboymk/LL98i72PnqvtHr8bKTD15AXOvxFO9M0tjZn3j6KXz/TSY0hdWnQS1ODj4xOZOn4/71390iil2URGxDJh5B585VT585vmZ3j+4eiI1HMKpSvS5W+Xv8ltkluW9jk6iGEPtxKVpJlOxX6Gl+GejH68i4RkYX3VvV5Z+jaqoLZ75LCzZO2w1pgZ/94A7c7OzuTMmRNn59/rWEiL5vNHC4Pv37/nzZs3vH+fNezCfoZPHwKYMnwnsTGZGyxYHVw7/5LVC07JrkUiEcOnt6Ja/fTvmufMa8ecDT0xNhG8mp07+5z1ay+mu25NYMWys1y98lp2bWZlyoJzU9QSD65ut+oMWtFLwb5y+dQj3Ln85gclNZ+oiDgmD9iK92chjEgRFycWTGyNvl76F0kTBjekZiXB46pUEpoiCCZrRjy8dJH0EmnYIKRSuV3zIQ3pPqV1uqs2tTJh/slxOOWxl6U98vPhr/PHSJBk/c28ba+esOyBsAmlKxazum4zqmRL/wZOKXsnNjRsiYGO4P1w852H/HPrfrrrzmySpVJGHznD7Y/Cib6tgznzN/bGyjb9Kt6tu1Whc/+awv2SJMyeepgXTz3SKJU1CAmOYvzI3QQHCWFEiloU5a+8fyEifXZwYsQMyT+EQuaCWq1fbBiD728hJEHz7St/xP3gD0x6to9kqaB5NbhFFdrXSL9Jhv2XeIY25ibprkvj0ADHMSKtmqhK/NHC4J+Gn3cok4ZsJzJcM4IFq4PThx7y3+oLsmsdHTHjFnWgTBXVd83ts1ky99/eWFgJL9tbN11ZsugUWfiAQQGJRMqCeSd4IHdSZ+1oxYLzU7HJpno8uErNyzJm82AF+8p/Fpzi4vEnaZTKWoQGRzGx3xaC/MNlaWWL52Tm6OboiFVfJA3vXZsmdYrJrqWSaKSh/SDJLY1SWYyEe0jD/kYqFXbNu05qTavBDVSu0tDEgLlHxyjEr3wbHEifs4eJScp6qmapserxXTY/F8J1GOrqsrFhK0raOapcZ0FrW7Y2boOJnqD+d+DJSxZdvJGutmoSCcnJDDlwgmfewol+thzWzF3fE1Mz1U9WGrQsw4AxjQT7SomURXOPc+/2n/N79fUJY8KoPURECGuGctbl6JW7V7rq7ZunL6UsS8muQ+OjGfxgC35xYemqV5O44v+aOS+OKKh4j+9Ym8blC/2gZOpYmhiybngbstmYq6uZWrSoBa0wmEUICYpkwuDtBAdqVrBgdbBv6032y6lu6uvrMnVFFwqVzJFGKeVY2Zgyf1Nv7BwFr2ZPHn9i9swjstAMfwqJicnMmHaIVy+FUyenPA4sODdVpXhwJWsVZeq+UejqCScMO9Ze4tjOO2mUypoE+IQxqd8WwuW8BFavkJ8JQ1SLB9erfSU6NBdUnKXSBKRhgyDxRRqlsijxl5GGT1BYJA1c3JV6XX/d5ldPX5cZB0ZSqIKw+fM5PIzupw8SHp91Vc1SY86dKxx4JziuMtXXZ2uTtrhY2fxyXTnNLdjRpB2WhkL8yrOvXZl26s/QfpAnJiGRAXuO4hognOjnLeDIrLXdMVBBxbtq3SL8Pa2Fgn3lmuXnuHzhVRqlsiafPgYyecxeYmMFbaIadjXomKOjSvV1zdmVKraCV9yoxDiGPtzK5+igNEplTY57P2b52zOya7FYxIyeDahWLE8apZRjYqjPmmGtyev06791LVoyGq0wmAWIjIhl0pAd+HqF/DhzFmXzqgucPiw4dTEyMWD2+p7kLvDzao8mZobM3dgLZ7kYcm/f+DB18kESE7O+qpky4uISmTRhPx/chKC5uYvmYN7pSb8UD65AuXzMPDoOfUPhhOHoztvsWnc5jVJZG4+PgUwZuI2YaEHtsXHtogzvUzuNUt/TtnFp+naqKruWSpORhv0NCXfV1laNI+440sjZskuxWMyof/pRudnPe8oUi0VM3D6E0rUFtXD/6Ci6ntpPYEzWVzVThhSYcO0cZ90F0wUrQyN2NG1HdrOfPy2wNzZhZ9P22JsImz43P3xmzNGzWdq+Mi3CYuPos+swnqFhsrQiJXMyfUUXdH/BG2OpinkZv6C9QvzKLRuvcuLIozRKZW3evvZhxsSDJMj5GWjk2IhmTs1+qZ7Wzq2p5yB414xLTmTkox28jfBRW1s1jV2fbvGvmzAP6unosKh/M8q4/Lzdnb6uDssHtaBILtW1ANSBm5sbb9++xc0tg06/M9uDqNabqMpohUENJy42gal/78JdbrH/p7J6/kmuyYV7MLMwYu7GXjjlsP5hWQNDPWat60HeQoIHx0/ugUwcv09hR/RPJCoqjvFj9+Itt1lQqIILM4+O+6l4cDkKOTPv9CRMzAXX4xePPWHDgtMZ0l5N4v0rb2YM2UFCvKCO2KFZWXp3qPxT5RvWLMLffeso2FdKwydC/KUMaa9GEbMTSeRK2aWOrg6TdgyhZM2fCxA+8p9+VG1ZTnYdGhdLt1MH8IrMgh5Xf4FkqZThl05yy0uwg3M0MWNn0/bYGv3Y/b+FgSE7mrYjp7mlLO2Jlw/DDpwg8Q9zlvYtgVHR9N51mIBIwZFRmcr5Gb+gHeKfUPEuVDw701d0QV9f0H44sOcuu7ffypD2ahKPH7ozb8ZRkuU8kLdxbkMd+zo/Vb6BQwOaOwkxgZMkyYx/sofHoZ/U3VSN45/3l9j3WdCQMdTXZfmglhTKYZ9GqRR0xCIW9m9KuQK/rumkbpKSkmQfLVrk0QqDGkxiYhKzxuzlzXPPzG7Kb0EikbJ42mEeytls2NiZM39Tb6ztUneFrKurw9SVXSlaRvDg6OcbxrixirYSfzKhodGMHb2HQDk14tJ1ijNl78g048E55LJj4fmpWNgKpxJ3Lr9m+bTDWSp+ZXp4/sCdeaP3kpwkLKT7dKxCu6Zpn3JVLZePiUMaKixCpZFzIe5oRjVV84heizR6q+xS31CfGQdGUqBs2gHCBy7qSoPugrv26MQEep05xPvQrOfKXxUSkpMZcP4oT/wFO7jcFlbsaNoec32DVMsZ6+qxtXFbCloL4RXe+QcxcM9RYhL/HPvKtPAMDafvrsOExQpqxNXrF2P41JZplsud357Za7tjZCz079mTT9m49v9g4+YLt66/Y/nCUwoq3l1zdqWSdaU0y1WzrUbHHB3l4ldKmP78EDcDs2bYElVY/PoUp72fyq7NjAxYO6w1uR3SttGf0aMhNUvky+DWaQiZfRqoPRlUGa0wqKEkJ0tYMPkQj+5+yOym/FYSE5OZNXYvr54J3twcs1szb1NvzCyMvssvEokYt7A95aoJHhxDgqMYO3oPwUFR3+X/k/H3D2fcmN2EhwtBc6u0LM+YzYOV5re0t2DB+anYZRdsGJ7e/cC80ftITsp68SvTw90rb1k29bDCIml479o0qlVEaf5SRbMza3QzBfU0adRqiNn+W9qrSUgj5yONOSy7NjYzYu6xMeQsrFyNqsvEVrQZJthmxicn0f/sUZ4FZF1X/qoQnZhI7zOHcA0RbK0K29ixpXFbjHR1v8uvL9ZhY8NWlHYQtB88QsLou/sQ4XHx3+X/k3ENDGbAniPEJAgCcKM2Zek/SrnNr1N2K+au74mZhXDyeuPqW5Yv/vO1H77l3OnnbFgj2JWKRWL65ulLSQvlnjLLWJahV+5eiEXCcnHR65Oc9X2W4W3VJKRImfHiENf9Ba/aVmbGrB3eBkcr5ZvV4zrWpmnFn9OU0KIlMxFJs/D2f0REBBYWFoSHh2Nu/r29xdu3b0lKSkJXV5dChVT3AJUZLJ91jLPHHqtcvnn7CrTrUQVrG1M+vvdn3aLTvHuVerDw6vWK0HNQHRycLPH2DGHzqgs8uKUYkqPHX7Vp1LospqaGvH7mwar5J/HxVLRjrFDNha79a5EnvwMJCUm8ePyJmaP3/nL7Tc0MWbSxN/kKCDr27557Mr7Pf8TJqX3+PaMVjduXl11HRsYy8u+duH9UPaZby1Zl6dCpItbWpnxw82f1qvO8k4tN9y01ahaid9+aODpa4OUVwr8brnD/nqIQ36t3DZo0K4WpqQEvX3qxctlZvL/EgCpZKifLViiP1zZ44BbevUv93sooWNCJJcu7YCy3A3545SnWj9wquzaxMGbp1ZnkK5lblvbuhRcT+mxWOWxJ884Vade7Ola2pnx858e6eSdxfZF6SIXqDYrRY1g9HJwt8f4czH/LzvHghqtCnu5D69K4XXlMzAx5/eQzq2cdx+ebQNAVahSky6Da5CngSEJ8Ei8eujNr+C6VnqFF18oMniTY0SQlS5iy6Bg3Hwj/nwXzObBqZgdM5PpXGr0daeQcle4JsG5LGEvWheIXmEzJIvqsnGtPhdLKbT7rtPHi2p3vT7wb1zXm5M4UAaz3335s36/obKpBLWPO7BEEtJDQZIZPDuTkhWjEYmjT1JQVs+0wNVFlj1AHkeVKRIaCV9Eg7xBG1Z2Nv1wYjxZ/1Wfwsu6yE4ZkiYRBF45z/pPqNizdi5ZiYMny2BmZ8CY4kOm3LvEsMHXBskneAowuV5XsZha4h4ey4N51rnq6y75vmMeFroVLUtzOAStDI5oc3MbrYMX3ybzq9anqnAsHExOiExN57O/DgnvX+RD263bdDsamHGzZiRxyap/XPT/R9+xhEr/EYRWLRKyr15xGeQvI8vhHRtF56z68w1RTq+1SriR9K5fFztSEt/6BzD57hRc+qZsjNCrswt+1quBsac6nkDCWXLrBdbdPsu/rF8pPpzIlKOpkj5WxES037uStv2K/dShdnGbFClLUyR5TAwPKLVpHZLzqgmyVPDnZ0Kkl+nLC89bVF9i76brs2trOjKVb++GUXTA3ePTgI1PH7VfZlrxFm7K071wpZY744M/a5ed59yZ1u7katQvRs19NHB0t8fYKYdP6y9z/ZqO3Z98aNG5eGlMzA1698GLVkjN4e6XMESVK52Tp6u5K6x7S7z9c05ifUqNXv5p07SU4fUqQJLDMdRnvIoXTviLmRRjhMgI9sWBusM71Aps/XP3l+32lfc6K9MhTHRsDU95H+rHo9Ulehac+T9RzLMYgl3o4GVniGRPMqnfnuBUozBO1HYrQLmcFCpk7Y6lvTOeba3CN/L4/ilvmYEiB+hSzyEEyElwjfBn6YCvxkl9TmTQQ67K6XC/K2ghOZD75hdB36X5Co4T38qDmlenfJO0T199NWmviH62n0+Jr2byT56Fj+HtjJyojOS6Oj3MnqfQs/69oTwY1kI3Lz6VLEKxZvygDRjVk18arDOm6gY+ufsxd010h1II8RUrkYOLcdpw9+oTBXf7h9tW3TF/aiVz5BH34Dj2r0bJTRVbPO8HfPf8lLjaReWu6oydne1GtTmHGzWrD+eNPGNR5PaP6bObKWdW8KUZFxjF56A68PYWFf8ESOZi+pht6X+LB9R3VUEEQ/OpMJT2CYK3ahflrcF22b73JX/3/48OHABYu7oSlpXJbniJFnZkyrRVnTj1lYL/N3Lrpyqw57cidR1Dj6tS5Eq3blmPFsjMMHbSVuNhEFizuhJ5+ynO8eulFuzYrFT6nTj7Bxyf0lwVBgHfvfJky6QAJ8cIk1+bvpnSf1h4AAyN95pycqCAIfnYLYOpf21QWBGs0Kk7/cU3Yue4yQ9uv5eM7P+Zu6IWFtfIxV7hUTiYs7sC5ww8Z0m4tdy6/YdrqruTKL4y59n2r07JrZVbNPMaIzuuJi01k7sZeCmOuav2ijF3QjvNHHjO4zWpGd9/AlVOq71gf33WHHXK75ro6YmaObk6ZYin2HrmcrVk6ta2iIBh7NEU9VEX2HYtk9Iwgpo625uG5HJQoYkDjzt4EBClfpBzc7IT3szyyz/OrOdHRgXbNFXenG9Y2Vsi3e72i84JuQ/x47RrPuX3OHN+ejRt3Yxk4VlXb5GSkYaOQxt+Wpdg6WzP/1ASsHFI8+9btXJVBS7sp2FeOu3YuXYJgs3wFmVK5Fisf3aHpoR28Dglge9N22Bgq/72WccjGqrrN2PfuJU0Obef8Jzc2NmxFASvB6ZSxrh4P/bxZcO+60joAXgT5M/baWert20KP0wcB2N6kHWLRr4cm8Y+JouupAwREC5oMNXLkZmXdprL6FtRooCAIhsbE0mfnIZUFwcZFCjCxfg3WXr9L63938dY/iM1d2mBt/L32BUDp7E4sbdOEg09f0urfXVx658baDi1wsRO0Coz19Hjs6c2SSzeV1gFgpKfLjQ+f+efmA5Xa/S233T0YdfgMyRJBk6Hn0Ho065ASINzU3Ih563sqCIKvX3ozY5LqTsVq1inMwKH12LnlBoP6buajWwDzl6UxRxRzZtL01pw9+YxBfTZx64YrM+a3V5gjOnatTKt25Vm55AzDBqTMEfOXdZbNEa9feNGhxQqFz+njT/D1CVVJEATYuukaxw4JTtv0xfoMzz+cXMYp5hZ5TfIyLP8wBUFwh/vNdAmC9R2LM6pwEza6Xabr7bW4RvixpnwvrPSVzxMlLHMyt2QHjno9pMuttVz1f8PSMl3JZyrME0Y6+jwN/czqd+dSvW9xyxysKdeLu0Fu9Liznh6317P/810kKugTxkuSGPl4B2/Chc313I7WrB3eBtMvDti61ClNv8YVf7nurE5mxxdUiDWo5ZfIdGHQ29ubbt26YWNjg5GREcWLF+fhw4c/LviHsue/6xzaefvHGdOgTbcqnD3yiPMnnuLhHsiqeSeJj0ukYcvSSvO36lyJh3fcOLjjFp6fgti+/jJub31p+WVCBWjVpRJ7Nl/nzrV3uLv5s2j6YWzszKhSK2V3Sawj5q8xjfl35QVOHXqIt0cwHu6BXE+Hq+7Q4CgmDtpOUICw4CldKR8Tl3ai04BatO8r2BwlJiYzfepBXqdx+vkztGtfgdOnnnLu7HM+fw5ixbIzxMcl0aiJchWaNm3L8+D+B/bvu4eHRzBb/7vO+/d+tGothBlo064CO3fc4vat93z8GMjC+SewtTWjWrWCACQlSQgNiZZ9IsJjqVK1AOfOPFf5OZ499WD2rCMK6p7dp7en3ajmTD80hmJV5YIFe4cyecAWIsJilFX1U7TpWZWzBx9y4ehjPD4EsnrmsZQx16as0vytulXm4c33HNxyE8+PgWxffRG31z606CI4bmndvSp7Nlzl7pU3uLv6s3jiAWzszahSN0XtRqwj5q8JTdm05Cyn99/H+3MwHh8CuXHupdJ7/iy71l/h6A7hN2igr8uCia2pVbkAy6e3x1LO0Y407hLS8Emkx0hhxYZQ+nU1p3cnC4oUNGD9InuMjURs2aN8oW9tpYOjva7sc/FaDMZGYto3VwwnYqAvUshnZSmotL5xTeDclRg2LnGgYhlDqlU0YuUcO/YdjcLHT1XnAglIw4YgTRCEced8Dsw7MY66XaoyakM/hfiVs25f4ZBr+lz59ytejr1vXnDg3UvcwoKZfP0CsUmJdChUTGn+PsXLcM3TnY3PHvAhLIRlD2/xKsifnsVKyfIcef+aVY/vKDh4+ZY9b55z39cLr6gIXgUFsPTBTZzNzH/JI6g8HhHh9PgmnEaTvAWZX6MBUyrXokOh4rL06IQEBuw5iluQ6t6le1cqw/4nLzn87DUfgkKYfuoicYlJtC2lvN96VCjNDbdPbL7ziI9BIay8eofXvgF0K19KlufYizesvXGPO+6pB2zfdv8J/95+oBAzML1ceOfGlJMXFVS8B09sSqM2ZZm9tju5XQSP1O4fApgydi9xsarbV7btVJEzJ55y7vRzPD4FsXLxaeLjkmjYTPkc0bp9BR7c+8CBPXfx+BzMtk3XcHP1o2Xbcgp5dm2/yZ2brrh/CGDhnOPY2JhRtXrqc0Tl6gU4d0r1OQJg7YpzXJJz2masa8yoAqMoa1WWkQVGYqgjnPIc83zICrkwC6rQLU9Vjng+5IT3Y9yjApn36hhxyYm0zK58nuicuzJ3gt6zw/0mn6IDWf/+Im8jfOiQS5gnTvs85V+3K9wLTn1TaXThJuz9fIetH6/zMSqAz9FBXPB7SaJEtQ2B6KR4hj7YinuUsPFcKIc9Kwa3pH2NEoxqW1MhbIkWLZpOpgqDoaGhVK1aFT09Pc6cOcPr169ZunQpVlaqB82WJ1euXOTNm5dcuXL9OLMGcOLAfbam05hdV1cHl0JOPJYLRi6VSnly/yNFiiv3ZlW4RHae3PuokPbozgcKl0jJ7+hshY2tGY/l8sRExfP2pbcsj0shJ+wcLJBKJKzd9Re7z41hzqpuCqeLquDvG8bEwdsVBJUqdYvQ6+/6smuJRMq8Ocd4+MBdWRU/ja6umAIFnXj86JMsTSqFx4/cKVJEuf1TkaLOPJLLD/Dw/kdZficnS2xsTHn8SGhbdHQ8b177pFpnlaoumJsbcfZs+ib627fes3jRScV4cEt6UL6RsCkQEhjJxL7/EeSvugdHXT0dXIpk48kdYTKWSqU8uetG4ZI5lZYpXConT75Rk3p0y43Cpb6MuexWWNuZKeSJiYrn7XMvWZ35i2TDztECiUTKmoND2H11ArP/6alwuqgqGxae5sJR4XTe2EifOWNbYG8rnL5J4++mhJBAdc9sCQlSHj2Pp251QcAUi0XUrW7MnUc/F2fvvz0RdGxpiomx4uv82p1YHIt9pHC1TwweH0BwiLDwufMoFksLMeVKCYu9ejWMEYvh3uN0xPeTRiMN7Y80UVAxz1s8J+M2/6UQv3LFw9tseam69gOAnlhMMTsHbnkLQpsUuOXlQRmHbErLlLbPppAf4LrXp1Tz/wxGunq0L1gMj4gwfKNUjwP7NiSIXqcPEZMonM53LFScfiUEoSEhKYnB+47z3Ed1+0o9sZiiTg7clhPapKScspXO7qS0TKnsTt8JeTc/fqZUKvl/N4efvWLBBeEkVywWM2J6K9n8BODjHcqEUbuJjFR9fOvqiilQwInHD4X3uVSa4qmzSNHsSssUKeaskB/g4b2PFC6W8v53zGaJja0pTx58kn0fEx3P29feFCmmfI6oXC1ljjh3On12e1IpLJ57grtyJiHmeuYMzT8UU11hc+mS30vmvjqWrnvpinQoZJ6N+0Fy8wRS7ge5UdxS+TxRwjIn94IV54k7gW6UsPx5z5xW+iYUt8xJSEIU/1UawPk6E9lYsR+lrNK3LgxLjGHIgy34xobJ0sq4ZGdi57o/5dlWixZNIlOFwYULF5IjRw62bNlChQoVyJMnDw0aNCBfPuWel+Lj44mIiFD4pIWRkRHGxsYYGSlXfdEkrpx9wbpF6TdmN7c0RkdXh7BgRecpocFRWNkqD0RuZWNKaMg3+UOisLJJyW/95W/YN3nCQqJk3zk6pwjw3QbWZs/ma0z7exdRkbEs3tgLM/P09b+HeyCTh+1QiAcnz/KlZ7h+7W267gFgYWGMjo6Y0BDFGGehodFYp6LuaG1tmkr+lH6x+lJOWR6rVOps3KQkDx98JChQ9YXlVy6cf8na1ReUfhcZHsvkAVvx9VT9hAFSH3NhaY05W1Pl+W3Mvnyf8jcsKPU6nbJ/GXND6rBnw1WmDd5OVEQsi7b2w1SJs6FfQSqVsnzaEW5feq38+8TnKUHlSV/YkqCQZJKTwcFOMU6ag50u/gE/FjLvP4nj5dsE+na1UEhvWNuErascuHDAmfmTbbl+J5amXb1JTk7ZGPAPSMbeVvGeuroirC118AtMp9txaRjS0N5Ik5R7Qd7y4jErHqVP+wFS4vPpisUExSr+tgJjo7EzUv7bsjM2IShG8QQ8MCYG21Typ0W3IqV41Wc4b/r+Ta0ceeh26oDMxk9VngT4MuDcMRKUhIhIlkgYefg0dz+lz7u0lXFKvwVHKfZDcHQMtqbKVR1tTU0Iiv4mf1Q0tiY/DoXxu9h67zHrbtxT+l1QUCTjR+wmJDh98SstLIzR0VUyR4REY2WjfAxZWZsSFpr6nPL1b6iSPFbWyt+fjZuV4tF99cwRyckSZk89zLMnyk/C7wa5MfnpfpKl6RvblvrG6Ip1CE5QfKcHJ0Rha6D8OW0MTAmJV8wfkhCFjUHq3sW/xdk4RUV4QP66HPF8yLCHW3kb7sP6Cn3IYZy+APD+ceEMvv/fd23UoiWrkanC4PHjxylXrhzt27fH3t6e0qVL8++//6aaf/78+VhYWMg+OXJkftwWdRAZEcvKuceRSLKuovPXnbA9m69z8/Ib3N76snTGUaRSqF6v6A9K/xjX1z7s3XLju/R79z5w+tTTdNevKdjamVGufF7OpHPHV54jhx/y7On3E/3u9Zdxd826HhxFX8bc3o3XuHXhFW6vfVg2+RBSKdRooFzd7VeQJEtYPvUwsd9sQqTEEpwE0swPjP7f7nCKF9b/ztlMp1ZmtGhoSvHCBrRqbMrxHdl48DSeq7d/U6gVSQDSyFnfJXtFhjP37tXf04YM5pjba5oe3E6H43v5GB7K2nrNMdD5+eDnqXHT+zM7Xz/9/n4v3nDx3f+Xd+lfZdXV27wPCPou/d+1l/DzDfv9DcoAbO3MKFshL2dOPlVbnQkJSSyZd+I7L9KJkiRmPD9IojTrxq8UkzJPHPa8zwnvx7yL8GXZ29N8jgpKVT31V/CICU7TXlGLlqxApgqDHz9+ZP369bi4uHDu3DkGDRrE8OHD2bZtm9L8EydOJDw8XPbx9Pwz4u+ZmRsxblabNOPB/SwRYTEkJyVjaaO402ZlY0poKqEWQoOjvtuBtLI2JfTLyU3Il7+W3+SxtDaVfRcSlLJD6eEu6NAnJibj5x2KvaPiqYUqFC2Vk679an6XXrFiPlrL2V6kh/DwGJKTJd+d2FlZmRASonzhHxISlUr+lH75uoOsLM+3u8sAjRqVICIiltvfeHJND527VKZkqe9VYnoMq0eBVNSQfoXUxpxlWmMuKEp5/uDIL9+n/LW0Tb3OkC+74h4fAmTfJyYm4+cVgp2TpeoP9AU9PR3GL+qIkYli3DeRSITIYimI0j+uba110NEB/0DFxZZ/YBIO9t+HF5AnOkbCvmNR9On8Yzu1vLn0sLXWwc09xVbKwV6HgCDFeyYlSQkJS8bRLu37/hRiZ0Tms79Lzm5mwdzq9ZUU+HVC42JJkki+O9WzMzIhMFb57zUwJhpbY8XTLDtj4+9OF3+GyIQEPkWEcd/Xi8EXjpPP0oaGuV1+XPAH1MuVjx5Fv7fvblWiCM2KFkx3/aExKf1m880poI2JMUFRyu2Gg5ScAtooOS3MbCbUr4mLve136YOG1ydHzvSdAsGXOSJJyRxhbUJoKqeOoSFRWFqlPqd8/WulJM+3GjsADZuUJCIiljs31TdHGBnpM2lGa3R0FdcgemJd5pfqhIGcExlVCUuIIUmSjI2+4jvdRt+UoFRO1oLjo7D+5tTQWt+U4PifPxEN+pL3Y1SAQrp7dACORul/h+czdWBk4Sbprud34OjoSLZs2XB0dPxxZi3/V2SqMCiRSChTpgzz5s2jdOnSDBgwgP79+/PPP/8ozW9gYIC5ubnCJy0iIiIIDw//oTqpJlCldmFGTW2ZbqPjpKRk3r/1pXR5IeizSCSiVPk8vH6hXHh+89yLUhUUg0SXqZhXFuzezzuU4KBISsvlMTYxoFAxZ1me9298SYhPJHsuYSLW0RXj4GSJfzp3ZPMVdGT2iq4YGCqfkIYMrU/9hsWVfvcrJCVJcH3nS+kyuWVpIhGULpub16+VO6Z5/cqbMnL5AcqWyyPL7+sbRnBwlEIeY2N9ChfJprTOho1LcOH8C5KT1RPnr1nz0vQbUFvpd0YmBszZ0Iuc6bTrTEpM5v1rH0pVEtS7RSIRpSrm480z5c4k3jz1UMgPUKZyPt48/TLmvEIJCYykVMVvxlyJ7LI63V75pIy53N+MuWxWBKRzzInFIsZ+E79SHpFeQURWG0GUPjU5fX0RZUsYcPmmsKiWSKRcvhlL5bJpu+g+cCKK+AQpXdv+WBj08kkkODQZJ4eUk6vKZY0IC5fw6JlgP3X5ZgwSCVQsk07X4GJbRNZbEOkoX3B0LFScyZW+39j5VRIlEl4G+lPFWbA3EgFVnHPy2F+5m/8nAT5UcVbcGKnmnCvV/D+LCBEiQD+dJ4OVsuVgTb3m6Iq/n5rFIhELWzWilkseJSV/nkSJhFe+/lTOLWjWiIDKeXLwxEu5Y5enXr5UyqNo11UlT06eppI/MxhUrSK9KpVR+p2llQkLlnfB3iF9buaTkiS4uvpSumxuWZpsjnilPDzC65felC6n+H9Wpnwe3rxMef/7+YQRHBRF6XJCncbG+hQq4szrl0rmiKYluHhWfXOEnr4OM+a3o3BR5RuDpa1zs6h0Z3RF6RvbSdJk3kb4UN5Gbp5ARHnbfLwIUz5PPA/zoIKN4jxR0TYfz8N+/iDAJzaUgLgIcpvYKaTnNLFVsPdTBWcja9aW74W5nuabIgFYWlpibW2NpaVlxtwgswPNa4POq0ymCoNOTk4UKaIY1Llw4cJ4eKTujexX8PHxwdPTEx+f9E30GYHnO2+mNJ9PTKSgtlW/eSkGjmqY7roP77xN49ZlqNesJDly2zJsYjMMjfQ5f/wJAGNntqb30Hqy/Ef33KVclfy07VaFHLlt6TagFi5FsnFs/30hz+67dO5bg0o1CpI7vz1jZ7UmODCS21dTbPViouM5degh3QfWokylfGTPZcOwiSnx2m5cVN1jYPZcNsxb0x0TM2GBennPTdaP3KrgGGXs2KZUqVogtWp+moMH7tO0WSkaNCxOzpw2jBjZGENDPZlnz/ETm9O3fy1Z/sOHHlC+Ql7ad6hAjpw29OhVnQIFnTh65JGQ5+B9unavSuUqLuTJY8eESc0JCork5s13CvcuXSY32bJZcTodoRHkqV2nCH+PFIIwS6VSFm2+yLUHcs4CLI2Z928vHJzT57Tp8LZbNG5XjnotS5Mjrx3DprVIGXNf+mHMvHb0HiHEoDu68w7lqrrQpmdVsuexpdvgOrgUc+b47juyPEd23KLzwNpUql2I3C4OjJnfjuCASG5fSgn6GxMdz6n99+k2pC5lquQne25bhk1tCcCNc6qFNPnKsOktqSG3wZAsCcM/sAuJScK7SaRfGpHlGiB9u+YjBlqxaVcE2/ZH8MY1gcHjA4iOkdCrU8rCtecwPybN/V71bcvucFo2MsHGWnGRFhUtYdysQO4+iuWTZyKXbsTQupcv+fPo0bBWivBauIA+DWsbM3BMAPefxHHrfizDJwfSsZUp2RzTcTIoMkdktRmRbm5Z0gtPP0ZsP0FCkmCL2L9keYaUTr/r9U0vHtK5UAnaFihKPktr5lavj7GeHgfepXhIXFq7MeMqVJfl/+/FY2pmz02/EuXIZ2nNiLJVKG7nyLaXT2V5LAwMKWJjR36rlJOkvJbWFLGxw84ope9ymFkwuFQFitk6kM3UjDIO2VhbvzlxyUlc8VDdiVUJOwc2NWyNoXzMvDePWPNcsK/UFYtZ2bYZ5XOm70R/y93HdChTnFYlipDX1poZTepipKfH4Wcp7+qFLRsyqk5VWf7t959QPV8uelcqQ14bK4bWqESxbA7sfPBUlsfC0IBCDnbks0ux0cpjY0UhBzuFE0VbE2MKOdiR08oSgAL2thRysMPCUPH0/VfpVr4UI2pXkV0nJUuYuewkT14KQoO9gzkLl3f57pTuVzm09x5NmpemfqPi5Mxlw/AxjTE00pN59hw3pTl9BtaS5T9y4D7lK+alXaeK5MhpQ/c+1SlQyEkhrMORA/fp0rMqlau6kDuvHeOmtCA4OJJbN76ZI8rmximbFWdOPE3XM3xFrCNi0vRWlJETVv1jI+l3cxdBccJpXTX7gswq0U6mcqkqO91v0TpHOZo5lya3iR0Ti7bASEef414p88TMEu0YWkCYJ/Z8ukMVWxe65a5KbhNbBuSvQxELZ/Z/FuYJcz0jCpg5kfdLuIlcJrYUMHNSOIHc7n6DTrkqU9exKNmNrRnkUo/cJnYc8xLm6V/F1sCMdRV6Y2cobDDcfv+ZifvPKoQ60aIlK6AGfSDVqVq1Ku/eKb7sXF1ds4z3T1UJ8AhkfIPZBHoGM73VQuaemoT+l/g0rbtUJjIill3/XlO5/msXXmFhZUKPv+pgZWPKR1c/Jg/bQdgXdRQ7RwskUmHr5PVzTxZMPkjPQXXpNaQuPh7BzBy9l89y6nf7t93E0EiPvyc3x9TMkFdPPZg8bCeJCcIC79+V50lOljBuVhv0DXR599Kb8X9tJUpF7222DubMX9tDQT313qlHLOq5huSkZEwsjOkxowOQciI0dXorJk3Yx5PHqbuE/xFXr7zBwtKYXr1rYGVtwgc3fyaM2ycz7rd3MJcJoZByMjh39jH69K1Jn3618PYOZdqUg3ySU5fdu+cuhob6jBrTGFNTQ1688GTiuH0kJiiq6TVuUpKXLzzx/CaouipUqJiPCZOay2w5pVIpa/dc58ilZ5y89pKl41pTvljK78zWwYL5m3ozuvvGVNU6f8T1sy+wsDah+9C6WNma8fGtL1MGbiXsi+qUvZOFQr+9eerBwnH76Tm8Hr1GNMDnczCzhu3is5sw5g5svoGhkT7DZ7RKGXOPPzNl4FaFMbdpyVmSkySMnd8efUNd3j33YkKfzURFqO4xsO/oRjRuJ8SvlEhiCAjqTnzCQ/wDO+BofwxdnRR39SKDamC5DGnYCEA1u5qOLc0ICk5mxqJg/AKTKVVUn9O7nXH4oq7p6Z3EtwdF79wSuHk/jrN7v/eCqSOG568T2L7fl7CIZLI56FK/pjGzxttgYCBUtHOtI8MmB1C/vRdisYg2TU1ZOcfuu/p+GpERIqsNiPQKy5I++Afz1+YjhMfEMX7PGRZ3aYruF3X4sRWqEx4fx87Xqm9+nPzwDmtDY0aWq4qdsTFvggLpefogQbEpJ63Opoq/18f+Pvx9+RSjy1djbIVqfAoPY8C5o7iGCsJ2/Vz5WFK7sex6Tb3mQIoH1BWPbhOfnER5p+z0Ll4WCwNDgmKjue/rRdujuwmOU01tMr+lNVsbt8VUX1+WdvjDS2bcT4l5aa5vSI9CKadehnq6/NOpJd23H+S1X4DS+n7EmdeuWBsbMbxmZexMjXnjH0i/3UcI/qL26WRupjBHPPHyZcyRM4yoXYVRtavyKSSMIfuP8z5QeFfVKZCPBS2FzcwVbZsCsPraHdZcvwtAp7IlGFZTCAuwu1fK+3vCsXMcea7cWdOPaF6sEFMa1pJdSyRSFq49x8Ubb7n98COrZnegYL6UU+rsOW2Yv7QTY4bvJDpKtWD31y6/wdLShJ79asrmiEmj98qcxNg7WCCVs/9//dKb+TOP0qt/LXoPqIW3VwgzJh5QmCP27bqDoaEeI8Y1wdTUkJcvPJk4eu93c0SjZiV59Vw9c4RIBCPHNaVaTSHMUGh8DP1u7eR9RCD9bu1ie/WemOunbMQ2zFaCyKRY5r86rvI9L/i9wErfhL9c6mJjYIZrhC/DHmwlJCGl7xwNFeeJ52EeTH62n0Eu9RhSsAEe0cGMfryLD3IqnzXtCzGjRDvZ9YLSnQDY8P4SG90uA7Dn020MxLqMKtQECz1jXCN9GfJgC14xqjlPs9AzYl353mQ3FuJXPvPwZfjOE8QmJGKgp8v0VnX/78JLaEqMP01oQ1ZDJJX/5f1mHjx4QJUqVZg5cyYdOnTg/v379O/fn40bN9K1a9cflo+IiMDCwoLw8HClKqNv374lKSkJXV1dChUqpKSG309oQDijakzFy1VQr6ncohzTD45BR1fY4V+/+DRH9yr3jPb/gIWVCUv+7U1OucC8L268YULD2STECTGiBi3vRZu/m8quY2MSGD1qF+9UDMT7J1CseHYWLemMgYFwYrX9+D3W7xWCQRsZ6LF6cnuK5hdcw39858e4XpuIivhNTkY0kA59a9BH7nReKo3HP6gncfHC5oyebiEc7Q+jIxZOU6UxB5BGTP6tbdUs9BBZrUdkIMT+9A4Jp/u6fQRECLZUrcsXZVa7+rJFkkQqZcTlUxx3S7834KyKs6k5B1t2xslU8JB4weM9f109QrLc9LyiejNa5RWccYVEx9Bl237cg0N/a3s1idoueVnTQVCrlUqlrP7vCgdOCmFLLMyNWDu3E7myCzaDL555MHHUHuLj0+k5Nwvz17B6tO0onM5HJyXQ+8Z2nocKmlRlbHKwuWo3jHSFueS/D9dY63r+t7ZVkzDS0Wd9hT4Ulwtv4eoXRM+N+4mIFTYY+tUsz8hG1TKjiakSHx+PVCpFJBJhYKB4Gv+j9XRafC2bf8I8dAzTaWagBpLj4nBbMEmlZ/l/JVPVRMuXL8+RI0fYs2cPxYoVY/bs2axYseKnBMGsSHR4NJMaz1UQBAHuHH/Ikr7rkMipFvw1pjF1myoPYvunY2xiwNzV3RQEwfePPzKl+XwFQRBg/citnN92VXZtZKzP/IUdyZX7eycC/w/kz+/A3PkdFATBwxefKQiCALHxiYxadJgPnsKJSN6Cjsxa3wMDo/Q7C8iKNOlQ/htBMJnAkGEKgiBAYtJbAoK6I5EIQo7IuD0is/G/ra2ahRiRxWIFQTAoMpp+/x5SEAQBjjx4xZJTN2S7/2KRiGW1m1Anp6LN8v8LtkbG7GzWXkEQvO37mSHXjikIggCjb57ikqcQo83axJgtXdviZP7zbvb/JCrkys7Kdk0V7Cu37r+jIAgChEfEMmrGQfwCwmVpxUvmZOqctujqZuoSKNPo2rOqgiAYn5zE0Dv7FARBgMfBngy/t58EueDsffLVpEee6vw/oi/WZWmZrgqCoEdwGP3/O6QgCAJsuvaAzdce/O4mpom7uztubm64u6cvJrOWP49MfxM2a9aMFy9eEBcXx5s3b+jfv39mNylDiI+NZ2qLhbg9Uf4jvLjjOutHKNrBjZ7Wkko10+89Liuhb6DLzOVdcCksqL95vvNmUuO5xKRyYrW033puHRXsGy0sjFm4uDOOavBimpXInsOaBYs7YWoq7MxduP2WJVsuKs0fERXHiPkH8ZFbJBUplZNpK7uip5d+F/lZiZqNizN0agvZtVQqJThsHDGxJ5Tmj094REBwH6RSYQEgMukLJgMzvK2ahsh8JiIjwZteeEwcAzYdxjM4XGn+bdcf8e8VYZGkKxazrn5zKjgpD9r9p2Kub8D2pu3IYyGcMD8P8qX/5cMKi++vJEulDL52jLt+gt2qk4UZ/3Vtg7Vx1nBgoS6KOtmzvmNLDOTsKw+eesx/e5XHrwwIjmTkjIOEhgmbExUr52fclBb/dwHCW7YtRy85u/ckiYTR9w9xJ1D52uSG/wcmPDyqEGfw70KNaJVdPV68swo6IjFzS3agom1+WVpARBT9Nx8iKFK5eviyszc5cD999utZjsx2HKNVEVWJTBcG/x9ISkxidodlvLjxJs18R9ecYcfMA7JrHV0dJi/oQMly6fMel1XQ0REzeUEHSsh5avtqXxkWmLpHWEmyhLmdlvPksvDStbMzY9GSzqkGi//T+Pq88u7Jbz/5yMz1Z0hLETwoLJrh8w4QFCrYCpat6sK4hR3+bxZJ5asXYOz89ojlVM1Cw+cQFb07zXJx8dcJDBmCVCqomonNRoNR5wxtryYhMh2DyLij7DomIZHBW47i6vu9wxt5Vp29xd47gq2goa4emxu1pqht+jzbZhWMdHX5r3EbitgIz/s+LIieFw8QnZSQarn45CT6XT7Ei2AhPmheW2s2d2mDqYF+quX+JPLaWLPpm+c9e/UVKzddTrOcl28oo2cdIjJasCeuXa8oQ9XgtC2rULdBMYbIOfKSSKVMfXyCi77v0igFp71eMfPJaQV7vsnFWlLPMf3xXLMCIkRMKdaKOo6CmnZYdCz9/zuMV2ja3upnHr3I2edp968WLZmNVhjMYCQSCYt6reHeqcc/zgzsmHWAwytPya719XWZsawzBVJx+/ynIBKJGDOjNZVqCCehoQHhMkc7PyIxIYlpLRfy9r7gKdM5uzULFndWOCn7E7G0NGbRks44OAgnoU/fejFxxYmfcj/uHRDO3wsOER4lnLxWb1iMYdNbZkh7NYmiZXIxZUUXdOVOQsMj1xARte6nysfEniI4dJzCIklkPh0Mm6m9rRqHSX9EpgNklwlJSYzYfoJnn3/OXnfu0cuceiLYCprpG7C9STvyWlqnUSrroycWs75+S8o5Cu90z6hwul/YR2j8j+11oxIT6HlhP27hwnuxiJM9Gzq1VPBE+ifibGHOlm6KJ6E377uxYPXZnyr/3j2ACXOPEBcvmBs0b1VWwfvnn0qlqi6MndRcZq8rlUpZ+OI8Rzx+zoHT/k+PWfZKELjFIjFzSransm36Y2tqOiMLNaaFXID66PgE/tp6FDf/H69NpFIYv/8sN959ysAWatGSPrTCYAYilUpZM3QzV/bc+qVy39rBGZsYMHeVog3dn8bgcY2p06SE7Do1+8q0iIuOZ1KTeXx6JbgTz5fPnnkLOmCYSozCrI6JiQHzF3Uip1x8x3ef/Bmz+AgJiT/vHOGjZxBjFh0hJk44lWjcrjz9xjRKo1TWJl8hJ2at66EQvzIiahthEfN+qZ6omD2Ehs+SU/EWI7JYCAbpj6WnsRh1RGw2VnaZLJEwce9Zbrv+vCdfqRQm7zvHtTcfZWk2RsbsbNqObKZ/ph2cWCRieZ0m1MopaHsExEbR/fw+/GJ+3pNvSHws3c/vwytKUMUtlzM7q9o1Q09JjMI/ARsTY/7r2gZHORvJxy88mL7kBMmSn9cNe/7Gm6mLjpOYKKjidu5elQ5dKqm1vZpEiVI5mTqrjUJQ+fVvb7DN7dec1P3reotNrsJ6Rk+sy+IyXShpmTONUlmbvvlq0TWPEGYlPjGJ4TuO88LLL41SiiQlSxix6wSPPymPV/zHkNnqoVpVUZX5M2cNDWHr1L2c+Ec1r1vf2sGZWxozf10PHLJZqql1mkPPQXVo0UHOmP0H9pVpERkSxYSGs/F195elFS2WnZmz2/5xdnD6+rrMntuOAgWE4N4eviGMXHCI6NjUVc1S46WbLxOXH1cQItv1rk7H/n+eUOOcy4a5G3spxK+MijlKSNhEleqLiPqH8MhVsmuRSA+R5WrQ+wPtagybIDKfKbuUSqXMOnyJc8/fp1FIOUkSCaN2nOThRyFgdzZTc3Y0bY+N4Z9nBze3en2a5RM8W4cnxNHjwn4+Rf66R1DfmEi6X9hHUKxgB1fTJQ8LWjZE/Ie5tDczMGBzl9bkthHsK9+6+TFh3hESEn89pMvdx+7MWXVaQXOi/+C6NG5eSh3N1ShcCjoye1EH9A2EU+OdH+6z6s1Vlepb8vIS+90FTScjHX1WluuBi5ljGqWyJh1yVmRwgfqy66RkCWP3nubuh58Pev+VuMQkBm87xlvfwB9n1qLlN/NHC4NisVj2+d0cWHqC3fMOq1xemR2crb0589f1wMrGNI2SWYs2XSvTpZ8gbPysfWVaBPuEMqHBbIJ9hQVWufJ5mTj5z3EWoKMjZtqM1pQsJcTk9A+OYPi8g4SmIzTE/RefmbH2tELQ3N4jGtC0Y4V0tVeTsHW0YN6m3ljK/Y5iYi8RFDKM9GwphkUsICJqm+xaJDJEZLUBdIukp7mahX6NFM+hIuGduvzMTQ7df6lylfFJyQzdeozXXsIGTj5La7Y1bYeZ/p9jBze+YnU6Fxa0H2ISE+hz8SBvQ1VfHLpHhNLj4n4iEgRHRs2KFWJqo9rpaqsmYaSny4bOLSnsKNhXfvIMZsysQ8R+4136V7h88x3LN15SUPEeMbYJNWoXTqNU1iJHLhvmL+2MsbEQRuC4x3PmPPs5tdrUmP7kJGe8XsmuzfSMWFO+FzmMbdIolbVo5FSScUWay64lEinTj1zg0usPKtcZGRfPgP8O8znozwwH8zXOoCZ8tPwaf7QwWKBAAYoUKUKBAgV+633PbL7ExrHb011PYkIS01stUrSDy2HD3DXdMTXL+nZwDVqUZsBIwXj/V+0r08Lngz8TG80hUs4xSs1ahRkxqnEapbIGIhGMm9CMylUEW43QiBiGzzuIf3Bkuuu/cv89CzddUFgkDZnSnJqNS6RRKmtgYWXM/H9745BNOGGIi79LYHA/IP0xx0LCJhIVI2wCicRmiKw2g84f4ARKrwwiq9WIRIJa7aYr9/nv6sN0Vx0Vl8DAzUf4GCAEgS5m68Cmhq3/CDu4gSXLM6iUoP2QkJzMX1eP8igw/Wpjr0MC6HvpILFJgmDUpVxJRtSqku66Mxs9sZiV7ZpRNodgX+kbEM6omQcIj0x/PNRj55+xcZcQdkcsFjFhWkvKVsj6oU7sHcxZuLwLFpbGsrTLvu+Y+OhYuuuWAuMeHOGGnxDqxNbAjHXle2NnkPVVvKvbFWRmibYK9pWLTl/j6KPX6a47OCqGfpsP4xee/rlaixZ18UcLg5nB9YN3WDFwg9rqi42KY1KTeXx+LWcHV8CRWSu7Ktg6ZTWq1inMiCktFF62qthXpoX7Cw+mNJtPrJz3uKbNSjHgrzpqu0dmMHR4A+rVF7y4RcXEM3LBITzkTkLTy4mrL1m9+5oQD04sZuz8dpSv8Xs3VtSJsYkBczb0IkdewfY2PuEF/kE9kBKXRslfQUpQyN/ExArhPEQ6Noist4DYSU33yAR0CyGy2ohIJKhu7r/7nBVn1Pd7DY2OZcCmw/jKeeermC0H6+o1z9J2cJ0Ll2BiJUH7IVkiYeSNE1z3+XU1+NR4EODFoKtHSUgWVCYHVa9In0pl0yil2YhFIha1akTN/MJGSkhYNKNmHCAw+OftK3/EzkP32H1EMMnQ09Nh+ty2FCmWdZ22WVqZsHBFV+zshYDb9wI/MeLewe/iV6pKolTCsHv7eRwshDrJZmzFuvJ9sNAzTqOkZlPWOg8LS3dGVyyYlfxz+R47bj1R2z18wiLo/99hQqPTv6GhRYs6yLozrAby6MIz5nddieQXjNl/hsiQKMY3+MYOrmROpi3ulCXt4EpXzMuEue3Q0ZELFpwO+8q0eH3HlRltFpMg5z2uY6dKdO5SWe33+h306lODVq0FO7S4hETGLjnKu08Bar/XnlOP/sfeWYdHcfQB+D2JuxHBgru7u7t7oRQpfFhxd3cKFC1QXIq7uzsECK4R4u539/0RuL2DJMBF7kL3fZ572p3MzM4Os7Pzm/kJ/+wXFklyIxnjF3WmSOmcKZQyTIxN5Exe3o18Gl554+Nf8jGgEypVWu/QJuAf2JuY2KvqFInM7ZNAmAk9ZcrckditRyIVFpZH7j1l2t7TaX4r35Bweq/ZQ2CEELerds48zK/VKFPawTXJXYAZ1QSbI5VKxfhrJzj8Nu1dzZ/zesWwS4e1VLxH1atO25KZ0/3/pEa1aVxE8C4dHhnDsCn/8sEnJM3vtWLjBQ6ceKC+NjMzZsa8juTOk/lCnVhYmjBrYUeyZRfmmofB3vS/uj3J+JWpIUaRQN8r2/AM0Qh1YpWFpWW7Yy7LfCrehazdWFi6KyYyYaN9y5V7LDt1NYVSuvHKL4i+6/cSERP77cyZBX07jREdyOiMKAymEY+vPmVyq3kk6GDM/j18toML8tWwg6uclxFTW2cqO7iCRbMxaX5HjI0F1a/U2ld+izsnHzC7258oNHbNe/WpRdNmpdLtnulBm3bl6fZLVfV1QoKCcUsOcc/zQwqlUseqnZfYc/Ke+trE1Iipf/1CnkKZ55RLJpcydkFHipcTThgSErzwDWiPUvlt1+C6oCKGjwHdiY0TFpgSee5ElVFJJrL5lbogsV+PRCbYAl148pqx24+lGL8yNbwJCOb3tXsJjxYWSS3yFmJKlTrpc8N0okZ2dxbXbqwlxM6+c55tz7/Plb8uHHzzhInXtVW8pzapQ4OCeVMoZXgMq12FjmUEtfTomDhGTt/Dizfp53xj/soTnL0sCOmWVqbMWtgJt2x2KZQyLExM5Eyf04G8+QRnLi/D/Ol9eUuK8StTQ3h8LL0ub+FNhDCXFrHNxoIyXTGWZh4Vb3cLJ5aW64GlkWCCc/DuE2YePJtu93zk9ZEBmw4Q8wOev1NDnjx5KFCgAHny5MmQ+4lkHn5qYdDX1xcvLy98fb/fBbAuvHrwlnFNZhETlb47PN4vPzK6wRd2cPWLMnBM5ohp5p4nC9P+7IKZhjF7WtlXfouL/15jcd/VWoukwX80pFbtzOHco2Gj4vTrLyyGlUoV01Ye48rdVymUShvmbzjNiSuCQx8LK1NmrOpBVnfHFEoZBhKJhGEz2lBRwymEQhGAb0AHFArvdL23ShXOx4BOxMULNr8SoyKJTmXIBDa/Ejsk9uuQyITT1NuvPzB08yESlN+OX5kannj7MWDDfqLjhBP9bkVKMrxc1RRKGQ5lXbKysl4LjGSC5saKh9dY5fFjrvx1Ycuze8y7e0F9LZNKmd+6MVVyZw73/70qlaVPFcFhVXy8gglzD+Dhmd7vK0xdfJjrGl6s7R0smbOoMw6Ohr+BI5dLmTi9DUVLZFeneUWF0PPSZkLi0lcdMSA2kp6XNuMbJah4l3fIw6ySHZBJDH+Z6WJqy/JyPbAztlCnnX3yknH/Hk/3e9989YFh2w4Tr0ifgwRNjIyM1D8REU0M/y1NBSEhIQQHBxMSEpJu9/B64cOYhtOJCIn8duY0ICk7uMaty/LboHoplNI/rlntmLn8F6xtBFuCtLav/BbH1p1hzchNGnZwEkaPbUb5Coa9S1ategGGDm+sZV+54J/TnLji+Y2SaYNKBVNXHOOyhuBp62DJrDW/4uRikyFt0JV+Y5pQu2lJ9bVSGcbHgM4kJOjuEe5HUCqD+BjQkYQE4fRWYlwOie0SwIB3zSUWSOzXIpELJ0pPvPz43/r9GbaLffu1F0M3HyY+QVgkDShdkd7FDTtcRyEHJ/5u2AozjQXXlqf3mHPnfIa14a8vBE9jmYxl7ZpTKpthn+i3L1WUEXWrqa8VCiXTlxzh+t03GXL/hAQl4+fs56Gn4NjHxdWWOYs6Y21juKFOpFIJoya0oHwl4X0NiImg58XNfIzJGEcl3lGh/HZ5M8Gxgop3TefCTCzWGgmGq71kb2zBX+V/xcXMVp1249V7hm49/EPxK1PDuSevmPDviTQ3Mcpo9O1BVPQmqjs/tTCY3gR4BX5S3QzJ0Ps+vvqMKW3ma9nBte9elfbdDXPX3N7Rill//YKDk+BlLL3sK7/FrgUH2T57n/paLpcxeWprihbLlqHt+F5Kl3Fn7PgWWvaVq3ddYc/J9FM1SwqFQsnYxQe5+0QQarK42TJz7a/Y2FukUFJ/dPtfHZp3EWxDlapoPgZ0Jy7+YQql0h6FwhvfgI4oFAHqNIlprcTA9Aa5SDJBYrsSiVExdcob/2D6rt1DREz6qJolx0XP14zdcVzLDm5cpZp0KFgshVL6I5eNHZuatMXGREPV7PUTxl9L/xOGL5l1+xzbnwnzhLmxEas6tiR/FsM80W9UOD9TmtRVX6tUKhasOsWZy2lvX5kSMbEJjJy2hxevBTvsnLmcmDm/I2ZmhmkHN3BoQ2rWEbRcwuJi6HV5C28jg1Iolfa8DA+g9+WtRMRrhDrJWophhRpnaDu+F0u5KUvL9iCnhfBOeHzwZcDGA8QlpP9JnSYH73ky+9A5Le0lEZGMQhQGdSQsMJzRDabjm442DClx+8T9r+zgfhtUj8ZtDGvX3MrGjFnLu+GaTTBmT2/7ym+xbtxWDq4QFmcmJkbMmNWevHmd9dKe5ChUyI2p09pq2VduO3yLDfuu6aU9cfEJjJi/l6cajoyy53Ji+qrumFuapFAy42nVrTJd+gteY1WqePwD+xAbp5++S0hIdFajVApqVBKzZkisJ+qlPckjR2K7BImJEAbBJySc3mt2E6Qnz3dH7z9lxr6zWoukmdXq0ShXvhRKZTyuFlZsatIWRzMNVbMPL/nj4iG9+TMYc/UYh98IGgQ2Zqas69KaHHaGdaJfNU9O5rZsqGVfuWrTRQ6efJBCqfQjIiqWYVP/5b23YKNfoJAbU2a3w8jYsJy2/da3Fk1bllZfRyfE8/vVbXiGfkyhVPrhEZLorCZWIWgQdHKvTJ+8huXF20RqxOIy3Sho46ZOe+kXSN/1e4mMzdhNr89suXqP5engrOYzQUFBBAQEEBSUTpsE+nYaIzqQ0RlRGNSBqPBoxjaewdvH6ee443tIyg5u4Ogm1KhvGN7jTM2Mmb6kK+4aQlZG2Vd+i6UD/ubMNiG+lKWlKbPndSRrNsPw9pgrlxMz53TAzFzYiT547iF/bsk4VbOkiIyO4485u3nrLXxM8hXOypTl3TA2MQy1x3otS9NnlLATrVIpCQgaTHTMqRRKpT9x8R58DOiGUimoUUnMuyCxHKK/RmkhQWIzC4mpsGgLioiiz5rd+IToNybWzmsPWHJMCGMhk0pZUqcp1bIZhmdbe1MzNjVpSzYrQci68fE9/c7tI0GVvvaVKaEChlw8yHkvQcXbydKCdV3akMXKME70S2VzZVm7Zhhr2Fdu2XOdLRrhHvRBUEgUQyfvwi9AGPulyrgzfkorpDLDONFv37kSHbsJ8STjlAoGXd/JncD3KZRKf24EvOWPG/8Sr+G9tG++OnTMaRhevOUSGXNLdaKUvbs6zSs4lN5/7yEkKq3CDOnGijPX2Xgp9bGWk8LPzw9fX1/8/NLe+7hI5kYUBn+QuJg4JrWay9ObGWNz9C2+toOTMnJqa8pV0e+uuZGxnEkLOlJQQ/3S64UPoxtMyzD7ypRQqVTM7b6M64dvq9Ps7CyYt6ATTk76DZrr6mbLnPmdsLYWbFTO3njG7DUn9dgqgeCwaAbP+hffAOGUq1jZXIxb2AmZXL9TSuW6hRkytZWWfWVQyDgio/fqtV2fiY27gX9Qb1QqYedZYtkfzH/VY6s+tcNqPBKzFurriJhYfv97L6/9g1MolXGsPXtTK8C9sUzGqvotKO3slkKp9MfSyJgNjduQ107wuOoR+JHfTv9LjCJj7CtTIl6pTAxw7ydsXma3s2Fd59bYmunXkVFBZydWd2qpZV954MR9Vm66qMdWCfj6hzF0yi5CwoQNnMrVCjB8dFP0HemkcbOS9NbQflColIy6uZeLHw1jbXLG5xnj7xxEqbFZPbxQE5pk1a8XbykSphZvS9UsQtiSgPBIev29h49haRe/MjXMOXyevbcf6bsZIv8hJKpMrKAcFhaGjY0NoaGhWFtbf/V3T09PEhISkMvlFCxYMNX3UyQomNZ+AZf33Ux1XWlNzxmd6TSmlfo6Niaeezdf66x//u7dWwCkUhnZsv24PZ2TszV5CgjOCgK8Avmj2gS9qdUmh7GpEbOOjad4dcHe4uPHUF691G3n7O3bxH6TyXTrN4C8+Vy0BNIbD98wfN4+LUcahkAOVztWTOyIvYZToOePvAjy1+0UKdV9J4FSlfJqqdUGh84mNHyJTu1JTyzMWuJovwyJRDgNUcVeAlV8CqWSJ9V9J7VEYlxOfRkTn8Dva/dw67VXCoX0w+Q2dWlbQbAZDI2N4Zav7u1Mbd/ltLbVEgRfhQbR7tgWAmOiUiiV8Vgbm7CjQWcK2Qux894EBvM6UDdhPy3muhJZXbC3EOaP05c8mbLwULqFLdGVgnmdWTylPRYanrAfe3wgLFQ31enU9p1UKqFshTzqsFIqlYqJdw+z6036nCilhq55yjOueAP1Bl2CUsG1gBcoddTle/ep76Q69p2dsQXFbAWPq2HRMfRY8y9PfQxrbSKVSFjUpSl1i6RdWJiU1sTfWk+nxOey+YfORGaif0/ZitgYni0cq9Oz/FcxDL2uTIBSqWRB7xUGKQhCoh2cpZ0FzX6vDyTGg6tQLb/O9Vl6JC5KEyeNAt/InTL6tq9MibiYeCY0n838M5PJVzo3AM7ONjg762ZTY2WdqP6a2G+pP519+MybUQv3G5wgCPDOJ5g/5uxm+fj2WH5aJGkGdf9RLDwST1HSavMmNHylQQqCAJHR+5CGWGNvO1u9SJKY6O4AKiLeAwC5So7ENHV9F69QMGzzIYMUBAGm7DmFlZkJDYonzm82JqbUyam7R2CP8MQFvVwup2Aq6gHwjgyj28kdBicIAoTFxdLt5E7+bdQFd+vE2HnuDna4O+gWR88jLvEZ5XI5BfPnTnX7rt95zbTFRwxOEATwfPGRMbP2MW9CG0w+bTYVLqq70zFLm7T9Tix8dNogBUGAzS9vYGNkysDCNQGQS2Vap3I/ioefxnciS+rmuqi4ePr9s8/gBEEApUrF8G1HWNmjJRXzZo6wMCKZF1FN9DtZM3IzJ//Rr73Wt1j6v7Wc35V+xse6EBsdy7gmM/VuX5kSUWHRjG00A68XPvpuihZvvAIZNm8vMbH6VzVLjmdv/Bgxf6/BCasRkTsJDp2i72akSHjkRkLC5uq7GV8xcddJzj95/e2MekKlglHbjnL1+Vt9N0WL0NgYup3cgVdk2Lcz64mAmEi6nNiOX7RhqMN95tFTb8bN2Y9CoT/7ym9x1+M9k+cfNDhvj+ueX2XNsyv6bkaKLPe8wOaX+rUB/RKFUskfWw5x761hffc1iVcoGLDpAB4f0jdWtoiIKAx+J5f2pn+w4NSiUqm4st+wJtwAryA8b7zQdzO+SYh/GB6XMiZu3/dy5/F7wiP1a8z+Pdzz9CIkXD+eJpMjKvqovpvwXURFH9F3E77ilIfhv68JCiUXDExgfREawMvQjHXlrwtekWE8CtSPp8nkuHHvDbFxhrvp9ZlLN19mWOy57+Wk1xN9N+G7OOltWN/X2AQFl5690Xczvkl0XDxXX7zTdzO+C33HFhTjDOrOT60mamVlhUKhQCYzLFfQmQGJRIKxsTHm5ubfziyiRuw33RH7TnfEvtMdse90Q+w33RH7TnfEvhMRSXt+amEwa1bd7Zf+68hkMmxsbMiSJcu3M4uoEftNd8S+0x2x73RH7DvdEPtNd8S+0x2x70RE0p6fWhgUEcloTExMxJNoERGRnx5xrhMREdHCUAK+G0IbMhmiMCiSJOKHXjdy5cql7yZkWsQxpzti3+mO2He6Ic51uiOOOd0R+053PvedXC4u/UW0EUeESJKIH3qRjEYcc7oj9p3uiH0nktGIY053xL7TnXTvO/FkMFnev39Pt27d8PPzQy6XM2HCBNq1a6fvZqn5qYXBFy9eqANs5s2bdoE7/wuIfacbYr/pjth3uiP2ne6IfacbYr/pjth3uiP2nUhmRC6Xs3jxYkqWLImvry9lypShcePGWFhY6LtpwE8uDCYkJJCQYPjuqg0Rse90Q+w33RH7TnfEvtMdse90Q+w33RH7TnfEvhPJjLi6uuLq6gqAi4sLjo6OBAUFGYwwKMYZFBFJQxQKwwq+LiIiIpIeiHOdiIiIJvqOLZiaOIMXLlygWbNmuLm5IZFI2Ldv31d5li9fjru7O6amplSoUIEbN3SL63379m0UCgXZs2fXqXx68FOfDIrojvih1w2VygCV1TMJ4pjTHbHvdEfsO90Q5zrdEcec7oh9pzvv379Xx942JEHEEIiMjKREiRL07NmT1q1bf/X3HTt2MHToUFauXEmFChVYvHgxDRo04OnTp+owJyVLlkzy1PrEiRO4ubkBEBQUxC+//MKaNWvS94F+EFEYFEkS8UMvktGIY053xL7THbHvRDIacczpjth3uhMZGam2t/wvEBYWpnVtYmKCiYlJknkbNWpEo0aNkq1r4cKF9O7dm19//RWAlStXcvjwYdatW8fo0aMBuHfvXortiY2NpWXLlowePZrKlSv/wJOkP/+NEZFONO/fgHbDm2PvYsvL+29ZPmgdT2++SDZ/9bYV6T61Iy7uTng992Xt6M3cOHpXK0/3KR1o1KsOlrYWPLrsyZ/91+D1wlf9902vluPirh1sde2YLeyYsy9Nny09EftNd9rUK0mXpmWxt7HgxTt/Fv5zhscvfZPNX7tCfvq0q4KLozUffINZvv0iV++91srTu21lmtcqhpWFCQ+eeTN33Sk++Iao/57dxY4BnatTvEBWjGRSXrwPYPWuy9x5/D69HjNd2LghktWrIvH3V1KokBGTp1pRspRxsvkPH4ph4fxwPnxQkMtdzqixVtSqnfghiY9XsWBeBOfOxPLunQIrKwlVqhkzarQVzi6Jbs+vXY2lU/vgJOved9CBEiWN0v4h04GOlUrwa40yOFpZ8NTHn5n7z+Lx/mOy+esXy8eABpXJamfN24AQFh29yEXPN+q/1y2al/YVi1M4axZsLcxos2gzT338teowlssY0bQ6jUoUwFgu4/Kzt0zfe4bAiKj0esx0oVuBUvQtWgEnMwueBPkx6cYp7gf4JJu/cc4CDCtVjWyWNrwOC2b27XOc83ql/nuDHPnpUqAkxexdsDM1o/GB9TwO9ku2vg112lEzW276nNnDiffP0/TZ0ptWjUrSqWU57G0tePnGn8VrT/PkefJzXc3K+enVqQouWWz44BPMyo0XuHZHe677rVMVmtUthqWFCQ89vVmw6iQffELUf8/uZke/7jUoVtANI7mMl2/9Wbv1Mnc9Mtdc1zl3WX7LVxlHU0s8Qz8y/f5RHgZ7J5u/QdZCDC5ci6zmtryNCGS+x2kufBS+yfXcCtIxVxmK2Lpia2JOy9Or8AzVngM2VvuF8k7uWmnbX91i8r0jafps6UmniiX4tXoZHC0teOrrz8wDZ3n4IYW5rmg+Btb7NNcFhrDw2EUuPn2j/nvdInlpX6E4RbJmwdbcjDZ/bsYzibluZONPc51MxuXnb5m2P/PNdYDBeRP98vRz0qRJTJ48+Yeri4uL4/bt24wZM0adJpVKqVu3LlevXv2+JqlU9OjRg9q1a9OtW7cfbkN6I9oM6kiN9pXpu6A7m6fuol+ZUbx68JZZx8Zh62SdZP7ClfIzdusQjq07Q7/SI7m8/waT947EvYgwWDuMbEHLgY1Y0m81AyuOISYyllnHxmNkor1o3DBxO+1de6t/+5ceTddnTUvEftOdOhULMKhrDf7ec5Ue4zbx/J0/i0a3wc7aLMn8xfK5MWVAEw6ee0j3sZu4cPsFc4a2IHc2B3Wers3K0a5BKeauO8VvE7YSHRPP4tFtMDYS4jjNH9ESmUzKgOk76TF+My/e+jN/eCvsbczT/ZnTikMHopkxLZzBQyw5dMSRQoXldO8WTEBA0ipHt2/FMXhACO07mnP4qCP1GpjQt1cwTz3jAYiOVuHhEc+AwRYcPOrAyjW2vHqpoHdPQfgrXcaYG7edtH4dOpmRPYeM4iUyxz5cwxL5GdmsOitOXaPdki089Qlg1W+tsbdIesyVzOnK3M6N2XvTg3ZLtnDm0Qv+/KU5eZ2FMWdmbMSdN14sOnop2fuOalaDmoVyM3TzYXqs3IWTtQWLf2mW5s+XnjR1L8j4crVZcv8yTQ5u4HGwHxvrtsfBNOn3prRTVv6s3pwdzx/Q+OAGTrx7zuparclv66jOYy434tbHD8y+c+6b9/+tcFlUBrEy+3FqVynAgF9rsmHHVXoN28SLN34smNgW22TmnKIF3Jg0tCmHT3vw27CNXLz+gpmjW5Irh9B3nVuVp02TUsxfdZK+o7YQHRvPgolttea6OeNaIZdKGTJxJ72Gb+LFG3/mjGuNvW3mmesaZS3M6GL1We55ntZnVvM01Je1Vbpgb5L0M5Syz8aCcm34981dWp1ZzSmfpyyr1IF81k7qPGYyI24Hvmf+o9Mp3nvn69tUPbxA/ZvncSpNny09aVgsPyObVOev09dot+zTXNczhbkuhyvzOjZmzy0P2i7dwpnHL1ja9eu57u4bLxamNNc1+TTXbTlM99WJc92SLplrrjNU3r9/T2hoqPqnKcz9CAEBASgUCpydnbXSnZ2d8fVNfoNKk8uXL7Njxw727dtHyZIlKVmyJA8fPtSpPemBKAzqSJs/mnJ07WmObzjHuycfWPL7amKj4mjQs3aS+VsNasLNY/fYNf8A7zy9+GfiDl7ceUWLAQ2FPIObsGXGbq4euMXrh++Y030ZDm52VGlZTquuqPBogj+GqH8xUbHp+qxpidhvutOpcRkOnH3I4fOPeOMVxNy/TxIbG0/TGsWSzN++YWmu33/NlkO3eOsdxOpdV3j6+iNt65dS5+nQsDQb9l3n4u2XvHwfwNQVR3G0taR62USX3TZWZuRwtWfTgRu8fB/AB98Q/tp+ATNTI/Jkd0zyvobI2jVRdOhkTrsO5uTLL2fGLGvMTCXs2hGdZP71f0dRo6YJfX+3IG8+OcNGWFGkqBEb/0ncrbW2lrJ5qz1Nm5mRJ4+cUqWNmTLNmocPE/DyShQwjY0lOGWRqX+2dlJOnYilbTszJBJJhj17avilWmn+ve7BvluPeeUXxNQ9p4iJT6BVuaJJ5u9atRSXn71h/fnbvPILYtmJqzz28qNzlZLqPAfvPGHlqetcff4uyTosTY1pXa4ocw9d4MbL9zz28mPCzhOUcnejeA6X9HjMdKFX4XJsf36fXS8e8iI0kHFXjxOtiKd93qTf156FynDe6xWrH93gZWggC+9d5FHQR7oXLK3Os/fVI/58cIXL3m9SvHdhuyz0KlyekZcz14bXZzo0L8vBkw85csaDNx8Cmb/yJDGx8TSpk/S4a9u0NDfuvmbbvpu8/RDE39su8+zVR1o3LqnO075paTbuusalGy95+TaAGUuO4GBvSbUKwlyX3c2ezXuu8/JtAB98Qli5MXGu0xQqDZ0e+Sqx680d9ry9z8vwACbdPUyMIp42OUslmb9b3gpc+viCdc+v8io8gD8fn+NxiA9dcgvfzwPvH/KX5wWu+r1Kso7PRCviCYiNVP8iE+LS9NnSk+7VSvPvTQ/23X7MS78gpuw7RUxcAq3LJjPXVSnFpedvWH/xNq/8g1h68iqPvf3oXKmkOs/Bu09YceY6V18kM9eZGNOmbFHmHr7A9Vfveeztx/h/P8112TPPXPcZfTuN+dKBjLW1tdYvORXRjKBq1aoolUru3bun/hUrlvS3QB+IwqAOyI3k5C+TmzunHqjTVCoVd049oHDF/EmWKVwpP3dOP9BKu3XiPoU+5XfJlQUHVzvunhJ2CqLCovC8/oLClQpoles4qhW7/dex4vZc2g1vjlSWOf4ZxX7THblMSoFcztz0ED4qKhXc9HhH0XyuSZYpms9VKz/A9Qdv1fndstjgaGfJTY+36r9HRsfx+KUPRfMlGjuHhkfz1juIRtUKY2oiRyaV0LJOCYJCI/F8nbz6jCERF6fC42E8VasKKqFSaaJa553b8UmWuXsnjipVtVVIq9dIPj9AeLgSiQSsrZMW9E6djCU4WEm7DknvNBsacpmUwlmdufZCe8xde/6OEjmTHnMlcrh+JeRdefaWEjmSzp8UhbM6YySXcU2jntf+wXgHhyV7X0PDSCqlqIMLl72Fd0sFXPZ+Q2mnrEmWKeWUlcs+b7XSLni9TjZ/cpjK5Cyp3oyJ10/gHxP5w23XN3K5lPx5nLl9X6PvVHDrwTuKFHBLskzRAm7cuq/ddzfuvaFo/sT8rs42ONhbauWJjIrjyXMfdZ2h4dG8/RBIw1pFMDUxQiaV0KJBCYJCInn6MnPMdUYSKUVsXbniJ6jHqoCrfq8paZ8tyTIl7bNp5Qe4/PFlsvlToln2YlxtMpwDdX5naJHamMoyhwaEkUxKYTdnLaFNpYJrL98lO3eVzOGqNTcCXH7+lpI/MNcV+TTXad7381z3I/WIpC+Ojo7IZDI+ftSeBz5+/IiLS+YT2pMic7ypBoaNoxUyuYzgj6Fa6cF+oWQvmPSH287FlpAv838Mwd7FFkD93+CPIV/lsXO2VV/vW3qU53deER4UQZHKBeg5szP2rnasGvZPqp4pIxD7TXdsrcyQy6QEhWov7oJCo8jpZp9kGQdbC4JCo77IH4mDbWJcGwcbC3UdX9b5+W8AA2fuYs7QFpz+exBKlYrgsCj+mL2H8MjMcbIaHKREoQBHJ23h39FRxssXSe9c+/srcXT8Or+/vzLJ/LExKubMCqd5C1OsrJLeZNi5PYrqNYxxdZUl+XdDw84iccwFhmuPj8CIKHJlsUuyjKOVxVe2LgERkThafb+anaOVOXEJCYTHaI+vwPAoHC0NIybTt7AzMUculRLwhTDmHxNFHhuHJMs4mVkkkT8SR7Mfe+aJ5epw28+Lk++Tt8M2ZGySmeuCQyLJmTXpuc7e1oKgkC/msZAo7O0+zXWf5rzgL+e6kCjsbYX+/WPyLmaObsnxrYlzXUhoFMOn7iYik8x1n8ddYKx23wXERpLLKunTTUdTSwJjI77K72hq+UP3PvTeA++oUPxiwslvk4XhRevibunAoOu7fuwh9ICt+ae57ou5KzA8ilxOycx1ll/PdYERkThYpsFcFxGFo1XmmOv+CxgbG1OmTBlOnz5Ny5YtAVAqlZw+fZoBAwbot3FpxE8tDLq4uBAWFkZkZCS+vr7Y2dnx+rWwA5ZS4FJNb0tubm4olUkvAjOa3YsOqf//9cN3xMclMGRlH9aN2UJ8XAJhoWEEBARgamrKhw8fgMTTt5TcMWs+a86cOQkPDwfAwsICO7vEiTA2NpbXr19/V7BXuVyOm5sb1tZJ2wHqg2/1myYRERFqF8zfQi6XkzNnTszMhNMeExMTEhISUj3mIqMMw4B8eI86BIdF0W/qdmLiEmheqxjzhrek54QtBIYkLjqCgoIwMyLVYy6t+i4uPvkTvLQmPl7F//qFoFLBtJlJj3kfHwUXzsexbIWtVnpsbGyava9p1XdkEm99QcHB4lz3BXWz56WSaw6aHNzwXfkNZa6LjkpaXTuj+aNPXYJDoxgwbhuxcQk0rVuc2WNb0WfkZgKDE+e6wIAALCzMDeZ9NZQA7Dvf3FH//7MwP/xjIvin2i9kt7DjfWQwUZFRBjXX2Tk6JZvP0PD390+Tvkv3sWJgDmR+hIiICF68EDbQXr9+zb1797C3tydHjhwMHTqU7t27U7ZsWcqXL8/ixYuJjIxUexfN7PzUwmBCQoLatezn2Cr29sLOor+/f7JuijVfGpVKpWXjExoQjiJBgZ2zjVYZuyw2BGt4YdQk2DcE2y/zO9sS9Cn/5/9qpn2+fnn/TbLP6Hn9OXIjOc7uWfjwzBvlpwnCyMhI/axKpZKAgIBk6/jyWc3MzLC0tEShUBAVFYWtra2671LqM836kspjyP2miZGREXZ2din22We+fFYLCwsiIxMXDakdc0Yak3lIeDQJCiX2Ntq7hfY25mqB7EsCQyK/cvJib2Ohzh/4aef9yzrsbcx59jbR41nZIjmoUjo39XsvJyo68RRt/vrTlC+Wk8bVirDpYGLQVWUajbmIiMQd6tT2nVQqhU/fSTt7KTIZBHxxqhcQoMDJKelTPCcnKQEB384fH69iQL8QvLwUbN1hn+yp4K4d0djZSalbT9tmQfXpWQ2p7z4THJk45hy+ONVzsDQnIDzpjYqA8K93xh0tLZLNn3QdURjL5ViZmmjtmDtYmRMQIYxTpVJpsHNdcGwUCUoljqba76uTqTn+0Um/r/7RkUnktyAgmfxJUdklJzmt7HjQaYhW+oqaLbnp94GOx7dppRvKXKe5cA1NZq6zs7VIdq4LCon8ysmLva05QZ8FuE/l7GzM1ULd5zzPXyd6Yy1TLAeVy+Smcbdl6rlu4epTlC2Rk4a1irBlzw31sxrS+yqVCnPO53HnYKLdd44mFgTEaJ/+fSYgJgIHE8vvzv+9PAjyAiCnhT3vI4PVwosh9d1nQqI+zXVfzF0OVinMdUmcAjokcVqYEsnOdZbmBIQL41ShSJu5LkuWLOrwEiLa3Lp1i1q1aqmvhw4dCkD37t3ZsGEDHTp0wN/fn4kTJ+Lr60vJkiU5duzYV05lMiuZx2hKBzRfFJlMhlwuJ0uWLOqfkZERcrn8mz+JRKIlDCbEJ/Ds9itK1RGMPyUSCaXqFOPxtWdJtuXx1WeUqq1tLFq6bnGefMrv+9qPQJ9gSmkYyJtbmVGwQl4eX32a7DPmKemOQqEkxC9RlVIqkSCTyTAxMVE/p5OT03c95+dntbKyIjo6mujoaLUw/bnvfqTPvsSQ+00TExOTH+6zz3xeHEHqx5yxsWCzlqBQ8vT1R8oWyaHRd4nCmsfzpF3Vezz3oWzRHFpp5YvlVOf39gslIDhCq05zM2MK53HF43migGxqkrhIUym1P65KpQqNNQjSNBpzadV3cpmgimlsLKFoMSMuX47Tav+VS3GULpN0eIdSpY218gNcuqid/7Mg+Oa1gs3b7LGzS3o6ValU/LsrmlZtTDEy0n4vJJ+e1ZD6jk/jOUGh5LHXRyrkFTz3SiRQIW927r9Neszdf+dDxbzaY65Svhzcf5d8OIUveez1kfgEhdZ93Z3scLOz1rqvVCo12LkuXqnEI9CXyq45tf6tK7u6c8ffK8nnvuvvpZUfoKpb8vmTYsXDazQ8sI7GB9erfwDTbp5h+OWvXfwbylxnZCy8VwkJSp69/EiZ4tpzXZliOXj0NOnwCB5PvSlTXLvvypbIicenjT6fj6EEBkVo5TE3M6ZQPld1nSaf57ovBAmVSoVU47kN7X3VFAbjVUoehfhQKUsuoe+AillycS/oQ5J9dy/og1Z+gMpZcieb/3spaJNoS+UXk3iaJ0nDtUla9Z263xRKHnt/pGKeL+a6PNmTnbvuvfOhYp4v5rq8Obj3A3Pdo09zneZ93R0T5zrNemSytJnrTE1NMTIywsrK6rvb+F+hZs2aqFSqr34bNmxQ5xkwYABv374lNjaW69evU6FCBf01OI35qU8GPyOXy5M08syfP2mnJd/D7kWHGLnhfzy79ZKnN17QakgTTC1MOL7+LAAjNwwgwDuIdWO3ArD3z8MsODeFtkObcv3wHWp2rEL+snlY3HeVus69Sw7TeVwbvJ774vPajx5TOxDoHczlfTcBKFQxPwUr5OX+2UdEhUdTuFJ+fl/Yg9ObLxDxaefT2sYaR0dt2wCZTEbBggV/6PmSUz9ITZ+B4fbbl+jSZ5qkx5jbduQ2E35viOcrXx699KVjo9KYmhpx6LwHABP7NcQ/KIIVOxLdWO88doe/JrSnU+MyXLn3mrqVClAwtzOz155Q17nj2B16tKrIe98QfPxD6d2uCgEhEVy4lagu8fC5D+GRsUzo15B1e64RG5dAi9rFcMtiw+W7gmqO5s4spG7MpUXfxXyxYdqrtznDhoZSvLgRJUoase7vSKKiVbRtn6jyNnRICC4uMkaOTvxI/vqbOR3bBbFmVSS165hw8EA0Dx/EM3N2ojpgfLyK/n1DeOQRz9oNdigVKvz9EttvYyvF2FhYaFy5HMf7dwo6dvralsTExCRN39e0HncbL95hRvsGPPrgh8d7X7pWLYWZsRH7bj0CYGaHBviFRrD42GUANl+6y/rf29G9emkuPHlNo5IFKJLNmcm7BRfz1mYmuNpak+XTyc9n+8OA8EgCI6KIiIljz00PRjarQWh0DJExcYxtUYt7b7x58E5w421vZ2fQc93axzdZULUJDwN9uRfgw2+FymIuN2LXi0RnVwuqNuFjVDhz71wAYN2T2+xo2Ilehctx9sNLmuUqRDEHF8ZcPaau08bYlKwW1mQxTzzJyW2T+N75R0fiHyP8vsQ7MowPEV9vfIFhznU7Dtxi7KBGeL78yJPnPrRrWgYzUyOOnE6c68YNakRAUASrNl8E4N9Dd1g6vQMdmpfl6u1X1KlakIJ5XJi34qS6zp2H7tC9XUU++ATj8zGUXp2rEBgUwcXriXPdo6c+hEfGMHZQIzbsvEpcXALN6hXHNYsNV24LXjQdDPh9Bdjw/Cqzy7bEI9ibB8HedM9bATOZEXve3gNgdpkW+MWEs/DRGQA2vbjOxurd+TVvRc75PqdJ9qIUsXNj4l3BtMLGyBRXcxuymCbOj7ksE+1eA2IiCIiNJLuFHU2zF+WC7wtC4qLIb+PMmGL1uen/lmdhiSev5hbmBjXXRcVpmxL8c/EOM9s14JGXHw/f+9KtSuJct/f2p7muXQP8wiJYfPzTXHf5Lhv6tKN71dJcePqaRsULUDSrM5P3CnOdzae5zsk6ca5zdxTmuoCIKCJi49h9y4ORTRLnuoiYOMY2r8Xdt948eC/MdU5OTmnSd97e3uqg8+ni+CQTq4n+1/lPCIPpwfmdV7B1sqb7lA7Yudjy8t4bxjaaoT5pypLDUes05fHVZ8zqsoQe0zrx64zOeD33YXKrubx5JASz3TF3P6YWpgxZ1RdLW3M8LnkyptEM4mMTJ6342HhqdajCL5PaY2RihO9rP/YsPsTuhYfILIj9pjunrz3FztqMXm2r4GBrzvO3/vwxezfBYYlqKc4O1ig1+u7hc28mLT9Cn3ZV+L1DVd77hjBq4X5efQhU59l88CZmJkaM7lUPS3MTHjzz4o/Ze4iLT/zghoZH88fs3fTtUJVl49ohl0l55RXIyAX7ePFOO3iuIdO0uRmBQUoWLggnwF9JocJGbNhkh5NT4gmit5cCqcYBT5myxixeasuCeeHMnxuOu7ucVWvtKFAw8QTjo6+CUycT1XqaNAjUute2nXZUrCSog+7cHk2ZskbkyZv5pttj959hZ2HGgPqVcLQyx9Pbn9//3qtWhXK1tUKpcZJy760Po7YeZWDDygxuWIW3ASEM2niAFx+FPqpVOA8zOjRQX8/v0gSAv05e5a+T1wCYc/A8SpWKxd2aYSSXceXpG6btPZMRj5xmHHrjib2pOX+UrKoOOt/91E4CYhL7LquFtdYp1B1/LwZfOMiwUtUYUbo6b8KC6XN2D89ChJ2NetnzMr9qE/X1shotAFh87xKL71/OoCdLf85cfoqttTm/dayCvZ05L177M3zqv2oHMM5O2n3n8dSbKYsO07tzVfp0rcoHnxDGzt7H63dC323dewMzUyNG9KufGHT+iRfDp+3WmuuGT91Nny5VWTK1PXKZlNfvAxkzex8v32Seue6o12PsTSwYWLgmTiaWPAn9SO/LW9VOZdzMbbTiT94N+sDwm3sYUrgWfxSpzZuIIAZc3cHzMOGZa7sWYFbZFurrRRXaArDsyXmWPTlPvFJBZafcdM9TATO5MT7RoZzw9mSF54UMeurUc+zhM+wtzRhQ99Nc5+NP3/Xac53mmLv3zoeR248yqH5lhjRInOsGbv5iriuUhxnthLluQefEd3f5qav8dfrTXHf4PCqVisVdEue6y8/eMH1/5prrRDI/EtW3jCIMmLCwMGxsbAgNDU3SgN/T01O9C5KanU+Abnn+h+8n2wJDpnbnqozZPDjV9Xh4JO7AprbvvF740CP/oFS3JyMYvq4/DXrU+nbGFEirfgPYc/Ie89anHOTXUDiwvC9Odj/mfe5L0rLv/AJ+JSrm2Lcz6hkjeX6yupxPdT1p2Xflxi8jOi7jHPDoSreqpRjVvGaq60mrvrvt94E2R7ekuj0Zwfo6bamVLU+q6kjLMbd+xxXWbb+SqjoyirP/DkWeyrBEadl3nc6t424qVTozggpO7vxT7ZdU15NWfRcVF0+5SctS3Z6MYEiDKvSuWT7V9aS0Jv7WejolPpct1H8mMhPTVLcztShiY3jy11idnuW/SubbqhYRERERERERERERMRgkn376xhDakNn4qR3IiIiIiIiIiIiIiIiIiCSNeDIoIiIiIiIiIiIiIqI7ogOZTIt4MigiIiIiIiIiIiIiIvIfRBQGRURERERERERERERE/oP81GqiZmZmas9JIj/G5wCxZmZm+m5KpkIikSCXyzE11b9HrcyGOOZ0R+w73RH7TjfEuU53xDGnO2LfGS4SVeJP3xhCGzIbP7WUlDNnTn03IdNiZGSEnZ0dTk5O+m5KpqJIkSL6bkKmRRxzuiP2ne6Ifacb4lynO+KY0x2x73RHKpWqfyIimvzUwqCI7uTPn1/fTRD5jyGOOd0R+053xL4TyWjEMac7Yt/pjth3IskhCoMiIiIiIiIiIiIiIrojehPNtIhnxSIiIiIiIiIiIiIiIv9BfuqTwbdv36odyIj2gz+G2He68ezZMwBMTEzEfvtBxDGnO2Lf6Y7Yd7ohznW6I4453RH7zsART+UyJT+1MBgdHZ1m3kQtbMzToEXpj4V12rQzMjISpVKZ6r4zMTdBJpehSFCkSbvSk7T4N46LiwNAqVSmui4Lc5NU15ERGMllGBvJUl1PWo05AInUOtV1ZATSNGpnWvadlakx0XHxadCq9MXSNG3ej7TqO0ujzPG+Algbp76t/8W5ztzMGEka1JOm76tR5vDmaiU3rPdVJpFgZmyUOeY6k7TpO19fXxQKBTKZDBcXlzSpU+TnQFQT/U7GbRuCrZNhLzALlMtDrzld06SutPjAAzi62TPynwFIJGnxCU0/Wg5oRJWW5fXdDC3qVy5I81rF9N2MFJFJJUwb2AQby9S7+U6rMQdgbzsFI6PCaVZfeiCTOuNovzxN6krLvlvSvTnmxkZpVl96UClfDnrXLpcmdaVV3xWwc2Jy+bppUld6MrxUNcpkyabvZmjRunEpqlfIp+9mpIixsZzZY1shk6V+2ZSW7+u00s3IZm6bZvWlBzkt7Zlcqkma1JVWfWdiJOfPrs0wkqV+IzM9aVQ8P+0rpM06ICQkhODgYEJCQtKkPpGfB1EY/E6yF8jKzKPjMLc2zNg2OQtnY+aRcZhbGV77aneqysBlv+m7GclSt1t1+i3uYXACq0QiYeRvdaldwXA9gI3p04Aa5QxvESeT2uLsuA25zF3fTUkSqdQOZ6cdGMlz6LspX1EsuwvLerTAWG6Yi6QSOVxZ8kszjA0wfmyPQmX4o2RVfTcjWXoXLsf/ilXSdzO+Qi6TMnFoE8oUN7z3ARI3vaYOb0apotn13ZSvcDazYl3VrjiZWOq7KUniYmbNuqpdcTQ1vPZVzpeTeR0bITWwb/9nquZ3Z2a7hsgySSiIz3EGDeEn8mNIVCpVpu22sLAwbGxsCA0Nxdr661M7T09PtZpowYIF0+SeDy48ZkzD6cTFGI5qgXNOJxZfmoZjVgd12uVznvyz6hy6/vPGxsYCIAGMdVBRcMtmx5jpbTA1FU4Yts7cw/rx23RqT3pRqXlZJu4ahtxIWFj+ufMClx++1qm+2JiYxP+RSDDRUbWjdpl89G1ZWX0dF5/AyPn7uP7wrU71pRdDutWiQ6PS6uuohBjmPNmAf2ywTvXFxCb2nQTd+65n7haUtRdOBOMT3uPr1xyF0len+tIDicQcF8ddmJgIfffsgz+T/jlOgkK3Xe+YT+NOouO4szA1Zk7vJjjbWanTzjx6yR+bDqJQGs4nIp+LAxt+b4+NuaAad3zvbfZsvKxznTGf5zoJmOigPpm7oCvDp7VG9kl4VqlUTL15mvVPbuvcpvSgfd5izKncSL3ppVSqWLTkGI8ee+lUX2xMYr8hQef3tUmjErRpLZzwRkXHMWTSTp48N6T3FcYPbkz9GsK8EhIcybTxuwkLidapTvVcJ5HoNOakMgmDRzamcFHhhPdp6Ed+ufAPofExOrUpPbAzNmdLjR7ktnJUp91+/YHp+86i1HFtktq5zsHSnIVdm2KrMYfsueXBhN0ndWpPelEqpxtrerbGLA21NFJaE39rPZ0Sn8sW7TMTmbH+1ZYVcTF4rB6r07P8VxGFQR24fvg2k1rNMwg7ODtnGxZdnEbWvK7qtLs3XzP+j63Ex+m3feUq52XK/A7INRZJa0ZuYteCg3pt12dK1irCjMNjMTY1Vqet2neFtQeu6bFViQxsV41fGgmLpOiYeAbN2oXHcx89tkqgZ+uK9G5bRX0dr4xn4sOVPAh9rsdWgYnUmOnF+lPYJrc6LS7+Kb7+rVAqdRNS0xZjnB03Y2ZaTZ3yzi+EXvN3EBAWpcd2QS4Xe9YOb4+dhsrv/tuPGbfjuB5bJZDN3oZN/dvjZC2cMFw84cGskTtQ6llgrd20BCNmtBUELZWKEZePsPulh17b9ZmGOfKzrEYL5BonDIuWHOfgobt6bFWioDV8aGMaNSyuTgsNi2bg+O28fh+ox5YJ/NG7Dq0bl1JfR0bGMmLAJp4/1a/AamVtxoLl3ciVJ4s67V7QB369uIlohf43qy3kxvxT7ReK2rmp0554+fHr6n8J/7yRoCeKZ3dhbe82WJgI3/4NF28z78gFPbZKoICrExt6t8XaLG0FK1EYFEmOzHH2bGBUaFLGIOzgLG0tmH18gpYg6PnIi8kjduhdEAS4eeUFcybtUy/UJBIJved2o2HP2npuGeQvm4cp+0ZpCYLbTt4xCEEQYOmui+w9/0B9bWZqxIIRrcmT3TGFUhlDuwal6NVGOLlUqBTMfrJB74IgQKwyjsmPVvEqQjjtMDYqgLPjFiQSCz22DECKk8MKLUHQLziC/kt2610QBHjtG8TApXuJjIlTp7UoU5jRzWvqr1GfcLKyYE3v1lqC4O0rz5k7ZpfeBUGAM4fus2L2YfW1VCJhTuVG1MuufxXqqq45WVK9mZYg+Pe683oXBAFUKliw6CgXLj5Vp9lYm7Fwcjtcs+h/EdercxUtQTA2Np4JI3boXRAECA+LZvQfW/HxEja5StpnY1nF9hhJ9Lu0M5bKWFGpo5Yg+MY/mL7r9updEAR48N6XQRsPEJeQoE7rUa0MfWrp329ADgdbVv/aKs0FwQxBZUA/kR9CFAZ1RN92cKbmJkw/NIbcxQXXym9e+jFu8Faio+JSKJmxnD/5iKVzjqivJRIJQ1b1oVqbCnprU45CWZl5ZKyWfeWhy49YtP2c3tqUFLM3nubkDWGRZG1pypIxbcnqbKu3NjWsWpgh3WqpN0JUKhVLnm7jWuBDvbXpSyITopnw8C+8ov3UaSbGpcjisAHQn9dCB7uFWJg1Vl+HRETT/8/deAeG6a1NX/L47Uf++Gs/sfHCIqlr1VL0r1dRb22yNjNhde/WZHewVac9vv+OaX9sIz5e/5tenzmw7Robl59SX8ulUpbWaE5lF/25vy/l5MaqWq0xkQlq8Dt2XWfLtqt6a9OXKJUqZsw6wO07b9RpjvaWLJrcHns7/W3gtG9Whl/aCuNekaBk2rjdPLz3Tm9t+pKggAhGDd5CYEC4Oq2Kcx7ml2+DNE38nv44MomExRXaUt7JXZ3mExJOr7W7CYzQ/6bXZ669eM+IrUdRaDikGVSvMh0rltBbm5ytLfn7tzY4Wul741Lkv4YoDKaCZv0a8Ov0Thl+X7mRjIm7h1OkcgF1mo9XMGMGbSE8TDcbhvTk8N7b/L38tPpaJpMxevNgStcrnkKp9ME5pxOzj0/AxlHYdT535wXT15/A0BSmlSoVk9Ye46rHG3Wag60Ff45pi6NdxhvjVyuTh3F96iOVCouM1S/3cNrvRoa35VuExIcz/sFfBGjYL5qZViWLw0og4x2j2NlMwcqig/o6MiaOgUv38sonKMPb8i1uPfvAqDWHtewX+9WtSNeqpVIolT6YGRux8rdW5HMRTsRfP/Nl4v82ERNtOJten9m66hx7N11RX5vK5Kyu3YoSDq4plEofCtg6sr5OWyyMBO2HI0fvs2r12Qxvy7eIj1cwcfIenjzxVqdldbVl4aS2WFpk/AZO49pFGfBrTS37yrnT93P9yosMb8u38PEOYfSQrYRpfPsbZC3EtNJN9dKe2WVaUttVWJsERUTRe+1ufELCUyilH049esHEf0+qfStIJBLGNatFkxJpZ1b0vdiam7Lmt9a42en/RFzkv4coDKaSTmNa0XZoswy7n1QqYfTmwZRrUFKdFhQQwZiBmwn0N7zJ9jM7/rnMTg0nD8YmRkzePZxCFTNOjcrO2YbZJybglE1wtHPzyTvGrTxsUE4yNIlPUDBy2QHuvxAWSW5ZbFgypg3WlhmnRlK6cHamDWyqtv8E2PLmCAe8z2dYG34Uv9ggxj/8i9D4CHWauVlDHO0WZmg7bKz+wMaqj/o6Lj6BP1Yc4NHbjxnajh/hwoNXTN54XGuRNLJpDVqUybhwHUYyGUu7N6d4DkGQ8n4fyNjfNxBhgJten1k9/ygn9t9RX1sambChbjvy2TikUCptyWFpy6Z6HbA1EbQfzl/wZOHiYxnWhh8lOjqOMeN28vq1vzotT04n5o1vg6lJxnmOrVExHyP619cyA1m28BhnTjzKsDb8KG9e+TNu2HaiNTZI2riXYmSxehnajgklGtEshxAGISImlr7r9vLa3xDstZNm3+3HzDkkfMekUgkz2tWnRoFcGdYGCxNjVv3aijxZMm6OSA/07UFU9CaqOz+1MOjo6IiTkxOOjulnZyWRSOgzL+Ps4Aav7EuNdoJr8PCwaMYM2oz3B8OdbD+zdtlpjuwTFklmlmbMODyWXMXS3524hY05s46NJ1s+YWH56JUPw//cT5wBOAJKiZi4BP5YvJdn74RFUu5sjiwc2Rpz0/SPB1cotzNzh7XExFhYkB3wOs/Wd4a7sPzM+6iPTHq4kqgEwcOepUV77G2mZsj9rSx6Yms9Qn2doFAyeu0Rbj19nyH3Tw1Hrnsyd8c59bVUKmFK23rULpIn3e8tlUiY16UxFfMJc0OgXxhjeq8nOCAihZL6R6VSsXjyPi6ffqxOszM1Y1O9DmSztEn3+2cxs2Rz/Q5kMRe0B27ees3M2QcNwr4yJcLCYxg5egfePiHqtKIF3Zg5uiVyefovV8oUz8HEoU2Qa8QSXL/qLAf3GJZn2KTwfOTF5NG7iIsTVLx75qvE7wUyJtTJ4MI16ZJHcHoWE5/A/zbs57GXXwqlDINNl+6y4pTgL8BIJmNhl6aUzZU13e9tLJex7JfmFM0mBoEX0R8/vTDo7OycrsIgZJwdXO85XWncq476Ojo6jgl/bOP1C8OfbD/z5+zDnD8p7LBa2Vky69h43PI4p9s9TcyMmX5oDHlKuKvTXnoFMHjRXqJi9e917XsIj4pl4MLdvP8oCP1F8royZ1hLjI3ST+0xp5s9C0e2xsJMUDU7/fEGq1/uSbd7pjXPI94x9dFq4pTCv7W1VW9srIal630tzNtgbztNy75y6qYTnLv/Ml3vm5bsOHePFQcEtUe5TMq8zo0pnyd9461NbVePukXzqq/DQqIY03cDH71D0vW+aYVSoWT2qJ3cvSb8W7tYWLG5XgccTdPPHsjG2JRN9dqTw8pWnfbosReTpuwxKPvKlAgMimDEqO0EBgpCf7mS7kz8o4mWinpaUzi/KzNHt8RYI8zQrq3X2PqP7mFLMpo7N18zc9JeFBoq3oML16Jz7rLpet/ueSvwewHBMVaCQsnQzYe49Vq3sCX6YNnJq2y5ck99bWokZ9kvLSjsliX5QqlEJpWwsHMTyufOmPiVVlZWWFtbY2Vl9e3MuqBvpzGiAxmd+amFwYwkve3gOo5qSfsRLdTX8fEKpo7cyeOHH9LlfumFUqli7uR93Loq2F44uNox+8QE7F3t0vx+ciMZk/aMoGgVwQbAOyCUgQt2ExppOPGYvoegsCj+N383fsGCOnDZIjmYNrApsnRYJLk4WvPnmLbYWpur064GPGDJs62oMtls+zD0BbOfrEehEhbEttbDsLJMHydQZqb1cbRbhETDq9/8nec4dO1JutwvPVlz5DpbTgsn+iZGcpZ2b07R7OmzgTOqWQ1ali2ivo6OimVC/428e5l5Nr0A4uMSmDpkC54PhFNgd2s7NtVrj7UOseW+hbnciA1121HAzkmd9uq1H2PH7yLGgOLifg8+PiGMHL1Dyw6uVuUCjOhXP13ulzuHI/PGt8ZcY9Pr2KF7rF52KoVShsnl809ZNPuwlor3+BKNaJq9aLrcr1WOEowqVl/LvnLszuOc93ydLvdLT2YdOMuhu8IcbWVqwqpfW5HLKe3XJgAz2jagVqH017T4TNasWcmRIwdZs6b/iadI5kIUBtOQ9LKDa9KnHj1ndlZfKxRKZk3Yw+3rr9L0PhlFfLyCKaN28UhjkeSay5k5JyZgZZ92jlEkEgmjNw3Ssq8MCI3kf/P/xT8kMs3uk5H4BIYxYP5uQiKERVL1snkZ26dBmt7HztqcP8e0JYuDsIN4P/gZc55sQKHSLTC6vrke6MHip1u1Fkn2NlOxMG+XpvcxMa6Ek8NKJBJBhXfVoatsO3svTe+TkSz89zwHrggn+hamxqzs2Yo8zvZpep/f61SgW7XS6uu4uASmDNrCU4/Mten1meioOCb8byNvXgj2oYXss7C+TjvM5Gmn4m0slbG6VmtKOQmu/L28gxk5egfh4Zlr0+szr9/4M2bcLi07uKZ1i/G/HjXS9D5uzjYsmNQWaw3v0hfPPmHRnMMplDJsjh++z6o/BUFWKpEwq0wLarik7dqknltBppVuhlTDvnLGgbMcvueZpvfJKFQqGLfzBGcfCyf69pbmrO7ZGhebtD1NG9usFs1KFUrTOkVEdOWnFgYVCoX6l1GktR1czQ6VGbj8Ny1j9iWzDnPpTOY7YdAkNiaeCX9s4+UzIV6Te5HszDwyFtM08h43ZGUfarQX4uGFRcYwcMFuPviFpkn9+uK1TxCDFu4hUmOR1Lh6EYZ0q5Um9Vuam7BkTBuya5zUPgt/y7THa4hXJaRQ0vA543eTVS93q68lEimOdgsxM00bYdrYqDjOjv8glQgLy21n7rLqkGHEr9QVlQqmbT7JmbvCib6thRmre7Uhaxp5v+tcuST/qy/YQysUSmaP3MG9G5lz0+sz4aHRjPt9A74fBM+xZbJkZVXNVhhJU/8Jlkok/Fm9GVXd3NVpAQHhjBi1naCgzLnp9Zknnt5MnLxHyw6uY4tydEsjkwwHOwsWTW6Ho8Ym5O0br5g1eR9KRebSfviS3Tuus2X9RfW1kVTGkgptKeuYNmuTSk65mF+utVb8yiXHL7P96v00qV9fJCiVDNtymJuvhA0oN1tr1v7WGnsLsxRKfj8D6laiS+WSaVKXIaFvpzGiAxnd+amFwefPn/PkyROeP8/YYNhpZQdXrlEpRv4zAJlMsAlbveQExw7cTW0TDYKI8BjGDtqC13thkVSwfD6m7BuFkXHqvMf1mt2Vxr3rqq+jY+MZsngvLz4EpKpeQ+HJm48MW7pPKx5ch0al+a11pRRKfRsTYznzR7QiX07BTuJdpA+THq4kWqH/YMFpwUHvC2x+oxn7Uo6Tw0pMTaqkql4jeV6cHbcilQo7yIeuPWb+rnOpqtdQUChVjP37CNc9hThrzjaWrOndBgdL8xRKfpumpQsyunlNLfvKRZP2ciWTb3p9JtAvnDF91mt5fK6eNRdLqmmfqujC7EoNaZhTcOUfGhbNiNE78PXN3Jten7l95w3TZx7QsoPr3aUqLRumLh6claUpCye1xc3FVp322OMDk8fsyjT2ld9iw5rz7N99S31tKjNiRaWOFLZNXaiTEnZZWVapg1b8yg0XbrP6jOGFGdKF2AQF/9uwn0cfhBP9XE72rO7ZGksT4xRKfptuVUrxe239xVkWEUmKn1oY1CeptYMrWrUgE3cNw8hYUCXatv4i/27J3CcMXxIcFMnoAZsI8BMCb5euU4xx2//Q2VlAx1Et6TBSw77yU3iGhy99Ut1eQ+K25wfGrtCOB/dbm0q0b6BbPDi5TMqsP5pTooBgT/AxJpDxD/8iLCFznzB8ybZ3x9j3QYi3JpWYksVhA8ZGJXWqTybLirPjDmQywTX4uXsvmbrxpMHFr0wNcQkKhq04wMPXwruUw9GW1b1bY22m24l+zUK5mdZOO37lqrlHOPWTbHp9xudDMON+36AVC7axe0FmVdL9VHp82dq0zyfYqX8Oz/D27c+x6fWZS5efsWDRUS0V7z9616VuNd3iwZmZGjFvfGty5xTsK1+/9GP8sO3ERGcu+8pvsXzhMU4ff6i+tjIyZW2VzuSy1C2MQT5rJ1ZV6YyFXBCK9tz0YN7hC6luqyERGRtH33V7eeUnbFYXcsvCX91bYCLXzWlbyzKFGdm4hpamV0by4sULPD09efHC8OJliugXURhMR3S1g8tT0p1pB0Zjai4srg7+e4v1K86mUCrz8tEnlNEDNxMWEqVOq9KyPMP+7v/DdX1lX6lUMmH1Ea49epsmbTU0Ltx7ybR12vHgBnerRaNqPxYPTiKBSf9rTKUSQmyloLgwxj1YTmDcz3HC8CVrX+3jpO919bVUaomz42aM5Pl/qB6p1BEXx53I5YK91s2n7xm99jAJysxpX5kSUbHxDFq2j5fegsBRwNWJ5b+2xMzox070y+bOxvyuTTDS0H7YvOIM+7ZcTbP2GhJvnn9kQv+NxEQJKt4d8pVgbJmaP1zXoOKV6VVEcOUfF5fA+Im78fT8uTa9PnPs+ENWrDqjvpZKJYwb1IhKZXL/UD1GchkzR7ekSAHhffX+EMToIVszrX1lSqhUMG/6Qa5dFjSk7E0s+LtqV1zNfkzFO5u5LWurdMXWWFCXPPHwOZP3ZD5HO99DcGQ0vdfuxjtY2Kwukysbi7s001KP/R7qFsnLlFb10tUj7rdISEhQ/9IFfXsQFb2J6owoDKYzP2oHlzWfK7OOjsPSVnA/fva4B8vnH02vJhoE714HMHbwVqIiBVXE+t1r0m9Rj++uIyn7yln/nOL0rYxVE85ojlx9woKtGqdcUglj+zSgWpnv91I2smc96lYUVM3C46OY+PAvfGJ+rhMGTVSo+PPZNq4GPFCnyWQOODttRybL9l11SCTWODtuw8hIWJA+euPLH38ZfvzK1BAaGUP/JXvwChA2Ckq5u7H4l2ZaMdpSonDWLCzr0RxTDQFy35arbF5xJoVSmR/PB++ZMmQL8Roq3n2KVuB/xb5fxfuXAqX5o6QQP06hUDJt5n7u3vs5N70+8+/um2zaIoR6kMtlTB3RjBKFv+99lUolTBrahLIlcqrTAvzDGTVkK0GBhh2/MjUoFEqmjdvN/bvC+HAzt+Hvql2xN/k+FW8nE0vWVe2Ks5mgBn/l2VtGbjuKwsDjV6YG39AIeq3dTWCEsFldvWAuZrZrwPce8FXMk525HRp999woIpLRiCMzA/heOzinbA7MOTEBO2dbddr1S8+YO3mfwQcLTguePfFm0vDtxMUKi6TWg5vQdULbb5ZNyr5yyc7z7L/okS5tNTR2nL7Hqn3a8eCmDWxKmcLfjl/Uv2M1WtYRVM1iFHFMfrSS15He6dJWQ0KJkjlPNnA/+Jk6TS5zxcVpJ1KpUwolQSIxxdlxEybGgsv2Vz6BDFyaeeJXpgb/0Ej6Ld6Nf6iwiK5SwJ05nRp90w4uVxZ7VvVqjaWpsEl26uBdVs09kkKpn4e7114yZ9QuLTu44aWq0bXAt1W8W+YuzOQKdbXsK+cvOMLlyz/3ptdn1m+4yL79QhB4UxMjZo9tRb7c344HN7J/fWpUEk7+w8KiGTNkK76ZJH5laoiLS2DiyJ080zg5zm3lyNoqXbCUp7xZbWNkytqqXchhKXgPvv/Wh0GbDhKfgQ769MXbgBD6/L2H8Ghhs7pJyYJMaFH7m2WLZXPhz27NMflBrYlMib5PA784GSxXrhyFCxdm+fLl6fnUPwWiMJhBfMsOzsbRitknJuCsYcPw4M5bpo/5V2vB8LNz//ZbZoz7F0WC8My/TG5PywGNki1TpEqBr+wr1x++weZjt5Mt8zOy9sA1tp3UiAdnLGfOsJYUyu2SbJluzcrRrXl59XW8MoEZj9fiGfYmPZtqUMSrEpj2eA1Pw4RdcyN5LlwctyOV2CRTyggnh78xNRH6zjsglP5L9hCSyeJXpoYPAaH878+9hGk8c4Pi+ZnYuk6yZVxtrVjTqzV2Gp75rp59wqJJe9Xqzv8FLp16xJKp+7RUvKdWqEfzXMm7m6+TLQ/zqjTWEraXrzjN8ZP/jU2vzyxdfpJTp4VQJ5YWJiyY0Ibsbsnb6A/4tSZN6hRTX0dHxTFu6DbevPZPz6YaFFGRsYwduo13bwSNj8K2rqys3BETadLCipnMiFVVOlPARnCI98wngN/X7yU67uff9PqMp7c//TfsI0bTaVuFEgxpkLzjsbzODqzs0RKLVDqdEdGNmzdv8vjxY/73v//puykGjygMZiDJ2cGZW5kx8+g4chQUHHe8eOrDxGHbiY3N3K78deHqhWcsmHZAa5HUb3EP6nar/lXePCXdmX5wjJZ95e6z9/lr96UMa68hsWj7OQ5d1ogHZ2bMwpGtyJX1a2cBLWoXp1/HauprpUrJPM+N3AnOnDGiUkO0IpZJHit4GynsmhsbFyaL4yYkki/diUtwsl+KuamwKxwYFkm/JXvwC/l5Vc2S44VXAAOX7SNa4zS0bYViDG1c7au89pbmrO3dBhdbjfiVN14xc8QOrQ2g/won9t5hzYJj6mupRMKCqk2olfVrO7gKztlZXqMFRlJB++GfTZfYs/fWV3l/dlQqmDPvMFevCY4w7GwTw0Rkcfw6Hlz3dhXp0Lys+jouLoFJo3fi+fjn1374ktCQKEYP2YKfhrfZso45+bNiO+QS7SWhkVTGsortKWkvqOG+Cwyh99+7CYv+ObxL/wh33ngz5IvT0F41yvFrtTJf5c1mZ82anq2xTaNwFCIi6YlElYm3YsPCwrCxsSE0NBRr668NoT09PUlISEAul1OwoG5ex9KDPUsOs+KPDQAYmRgx69g4StQoov77+7cBDO2zgdDgqGRq+DbN2palXdfK2DtY8ur5R5bPP8rTFD581eoUokffWji72uL1PpC1y05z84q2x6lf+tSkUctSWFqa8ujBe/6ccwTvT2EhipfOyfyV3ZOse0D3tTx78uMf3ZYdytN/WEP1dUJ8AlPbLeDqgcTFT9Z8riy6MFVLrfbEdU8mrD6KMhXDul3tEnRtWBYHGwuev/dn3pazPH7tm2z+OmXz8XurKrg6WvP+YwhLd13kysPXWnn6tqxMy+pFsTQ35cELL2ZvPM17vxD13wvkyMLAdtUonMsZhVLF2dvPWbT9vNYC+3uRSSXM+V8zapTKq07zCwqn7+Tt+AYkGsLXqZifKQOaINMwgv/z2TaO++ruuOPN3ge83n6H2KAorPI4UmRwdWwLJX8q6XP2Oc/WXSPaNxzzrLYU/L0yWSq6q//ue+EF7/Z7EPrMn/iwGKqu7Yh1Pm3VzdjASJ6suEzA7fcoouKwyG5Hnm5lca2RF11wMLZhbokhuJgJwnN0zFk+BnQHEv8tHGznYmXZTf338KgYei3YxXMv3e0r29cowS/1y+BgbcGzD/7M3XGWR28+Jpu/bul89GteGTcHa975hfDn3otc9nijlef3ZpVoVbUYVmYm3H/pzcxt2mOuYPYsDGpdlSI5E8fcmbsvWPCvbmMOoGKhHCz5X0uMNDztLT56ibVnbwJgZWrC+t/bUtBNUOd79siL0b3WadkK/yjNOlSgbY+q2Dla8uqZL3/NOsQzD69k81erV4RfBtTF2c0Wr3eBrFt0gpuXnmnl6da/Do3alMXCypTH996xdPoBvN8FauUpXy0/nX+vRa58LsTFJfDw1mumDtmq0zN0H1CXTn1qqq+jE+LpfnInN/wSY50VtXdmW4NOWBkLm1579t1i2fLUOe5o0bw0HdpVwN7egpcv/Vi6/CSeT5N3QFOjegF+7V4dFxcbPngFsWbtOa5/EQeyR/dqNGlUAktLEzweebH4z+N4eQUDUKJ4DhYt6JxU1fT73waePkt+nk0KY2M5c2a2p0QJIXbeO68g+o/dRugnr62tG5VkSO86arVahULJtPG7uXz+6Q/dS5PmrcvQrksl7O0tefniI8sXHudpCt+46rUK0b1PDVxcbPH6EMTav05z4+pLrTzde9WgUfOSWFqZ8ujBB/6cdwSvD4n9VrxUThYs75ZU1fzvt7959uTHnQZly2HPwr+6Y2cv+Cc49N6DETf3oAKkSFhcoS31swon1X5hEXRbsYMPQWFJ1Ph9dKpUgl+rl8HRyoKnPv7M3H+Whx+Sn+vqF8vHwPqVyWpnzduAEBYevcjFp2/Uf69bJC/tKxanSNYs2FqY0WbxZjx9tE97jeUyRjapTqMSBTCWy7j87C3T9p3RsgP8ERoVz8/cTo3Vml4qlYpJe06x+1biCb2jlTmb+nYgh4OtTvWnFymtib+1nk6Jz2VLdJ+JzNg0LZusE4q4GO7/M1anZ/mvoteTQXd3dyQSyVe/n/1I97MdnFQmZcLOoVqCoN/HUEYP2JwqQbBG3cL0HVKfzWvP0/+X1bx67svMP7tga5e0oXjhYtkYO60Nxw7cpV+31Vw5/5TJ8zrgnltYeLf/pTItO5Tnz9mHGdTzb2Ki45n1ZxeMjBMXfo8fvKdDowVavyP77uDjFayTIAiwb8cNNq4+p76WG8kZv/0PStQskqR95eUHr5i09liqBMF65fIzpEMN1h64Rrcpm3n+3p+lQ1tjZ5X07l7xPK5M79uE/Rc96Dp5M+fvvmD+wObk0TiJ+6VROTrULcmsjaf5dfpWomPjWTqsNcafFs2OthYsH96W934h/Dp9G4MX7iG3mwOTftPN5bxCqWLsisPcfCLEg8tib8WfY9tib2NOxRLuTOrfWEsQXPdqf6oEQe8zz/BcfpG83ctTZU1HrPM4cmP4AWKTGcfBHj7cm3ac7I2LUHVNR1yq5eb2uMOEvxIW3IroBOyKuVGwb+Vk73t/5kki3wdTdmYTqq3vjEv1PNydfIzQZ7qpfgXGhTL+4XKC4oTFjplpLZzslwNS7KzHaQmC0XGJnjVTIwjWL5OfoW2rs/rQNTrP3MLzDwEsH5jCmMvtyszfGrP/sgedZ2zh3L0XLPy9OXnchDHXvX5ZOtUqycytp+g+ZxvRcfEsH6gx5mwsWDGkDe/9QvhlznYGLN1LbjcHpnTXPczBtSfvGPv3ERQaHlQHN6xC+4rFMTWSs7xnCy1B8N0rP8b3+ydVgmD1BkXpPaIRm1eeZUCHv3j11JcZK3tgo7HA1aRQieyMntOe43tv87/2f3H1zBMmLulMzrxCu9r9Wo0WnSvy57T9DOmykpjoOGas7K5l812lbmFGzGzLiX136N9uGcN+Wc3ZIw+SuuV38c+yUxzcLni2NZMbsbZOW4rYO5PHxp5/6rXXEgRPnPRg+V+pEwTZq8OYAADzfUlEQVRr1ihIv7612bj5En37reflKz/mzOqArW3S34kihbMyfmwLjh67T59+67l8+TlTJ7fB3d1Rnadjhwq0blmGRUuO87+BG4mJiWfOrA4YGSWOu0ePP9Cm/VKt3+Ej9/D2CflhQRAED6rPNMrmyGrPgoltsTA3pl71QgzuVUfLvnLhrEOpEgRr1ClM30H12LzuIv1+XcurFx+ZtahT8t/XotkYO6UVxw7eo1+PNVy+8JTJs9trfV87dK1Ey3blWDLvKAN7rScmJo5ZizoL39eH72nfdJHW78iBu5++r7p5j/3wLogxf2wlMkJQ8W6avSiTSjYGYFrpplqCYEhUDL3X7kmVINiweH5GNq3OX6ev0e7PLTz1CWBVCsHcS+Z0ZV6nxuy56UHbP7dw5vELlv7SnLzOwlxnZmzE3TdeLDyavDbQqKY1qFk4N0O3HKb7ql04WVuwpFsznZ/j6INnTNt3Wn0tkUiY1KoO9Yvmw9rMhDU92xicICgikhJ6FQZv3ryJj4+P+nfy5EkA2rVrp89mZQi/TG7PsuuzqNRMUF0JCY5k9IDN+H/UfbIFaNO5Ekf33eHEofu8ex3AktmHiY2Jp0GzpJ0TtOxYgZvXXrBr81Xevwngn1XneOHpQ/P2gtvyVh0rsHXdRa5eeMbrF37MnbwPB0crqtRI3F1KSFASHBip/oWFRFO5egFOHLyXqmfZvPYCezUWScamxkzdP4q5pydp2VfeffaBUX8d0oq5pwudG5Rh3wUPDl56xGvvIGZtPEVMXALNqxVNMn/HeqW56vGGzcdu8cYniJV7r+D51o92tUuq83SqV4p1B69z4d5LXnwIYNLaYzjaWlKjdOLpVbUSuUlQKJi7+TRvfYN5/OYjszaepk7Z/GTLYqvTc8QlKBj+534evRIWCtld7Fg+vj2zhjTXOr3Z+e4Euz+cTqqa7+b1zntkb1qE7I0LY+VuT9FhtZCZyvlw5HGS+d/8ew/H8jnJ3ak0lu725P+tIjb5nXizV1hQZ21QkHw9yuNQJnknOMGPfHFvXQLbQi6Yu9mQ95dyGFmaEPbMT+dn8YkJYMLDvwiPFwRZC/NmuGY5io31AHVafIKC4SsPcv9V6lz5d6lbmr2XPThw9TGvfYKYsfUUMfEJtKic9JjrXLsUVx+9YePJ27z2DWLFwat4vvOjQ82SQp46pVl79Abn77/iuVcAE9cfw8nWgpolEz3MVi+WOOZmbz/D24/BPH77kZlbTlG3dD6yOyVnJ/ltTt99wfTNgpAikUgY17IWm//XgdLuGvErvYMZ22eDVjgZXWj9SxWO7b7Fyf13ePfKn6XTDhAbHU+Dll+rbQG07FKZW5ef8++GS7x/7c/G5ad58cSH5h0rqvO06lqZbWvOce2cJ6+ff2TeuH9xcLKicu3EhbFUJuX3UU1Yu/A4R3bdxOttIO9e+XPxROrs9v6adYizh++rr62NTfinbjs21euAg6kgaFy+8px5C46kOn5luzblOXL0PseOP+Ttu0AWLTlGbGw8jRoUTzJ/61ZluXHzFTt23eDdu0DW/3OR5y98adlC6Os2rcqxecsVrlx9zqvX/syecwhHB0uqVkl02pKQoCQ4OFL9CwuLpnKlfBw7rrsgHRkVy6ixO3incXJbII8zy2Z0YuzAhlp2+iv/PMmJVAjtAG06VuDogbscP3yfd28CWDL3CLGx8TRoWjLJ/K3al+Pm9Zfs2nqNd28D+WfNeV489aFFm7IaecqzZcMlrl58xuuXfsyZeiDx+1o90cNzQoKS4KBI9S8sNJpK1fJzXGO86MLL5x8ZP2IHsRraAB1zl2V3rd60cRfWC5GxcfRbt5cXHwOTqua76V6tNP/e8GDfrce89Atiyt7Eua51uaTnuq5VSnHp2RvWX7jNK78glp64ymNvPzpXLqnOc/DuE1acvs7VF++SrMPS1Jg25Yoy99AFrr98z2MvP8bvOkEpdzeK50hec+Vb7Lz+kEUaAqhMKmVOh4Zs7NOe/C6OKZQUETE89CoMOjk54eLiov4dOnSIPHnyUKNGjTSpP2fOnOTOnZucOXN+O3MGI5FIyFdasAuJjIhl7OCtfHibuslWLpeSr6Ard28KaooqFdy9+ZpCxZJ2v124WDbu3tBWa7x17aU6v4ubLQ6OVtzRUAeKiozF85FXsnVWqp4fKxszjh+6l6rnAVi56DgnDgkfPXMrM7Llc1VfP33rx9Al+4mNS519pVwmpWBOZ248FhyJqFRw4/FbiuVxTbJMsTyu3Hys7c79mscbiuVNjGGV1ckGR1tLbjwWPlSR0XE8euVL8U91GsllJCiUWou72E9G6iXzCbGwfpSo2HgGL97LS41TK/esDpiaCI52jnhf4p83h3S+B4AyXkHYMz8toU0ileBYJjvBj5Le7Q9+5IvjF0KeY7kchDz6McHKrogL3mefExcWg0qpwvv0M5RxCdiXzPrtwinwJtKbyY9WEqMQTq1MjIVFslKpYvy6o1x9nDpX/nKZlEI5nLmucYqrUsH1J+8onjuZMZfbleue2gufq4/fqvNndbTBycZCq86ImDg8XvtSPHfieDKSy4hPSGbM5U1d3+2/8ohF/woBqGVSqdaJYHBgBGP6bCDAL3WbXnK5jHyF3Lh7TVC3U6lU3L3+kkIlkt5AKFQiO3eva6vn3b7yXJ3fJasd9k5WWnVGRcTi+fCDOk/eQq44OdugVKpYtqM/W0+PYtpfv2idLuqCSqVi/oTdXL8gnFo5mlngZiGoOd27/5ZpM/an2qmYXC4lf34Xbt95o3F/uH3nDYULJ/3vX7iwG3c08gPcvPWaIoUS87u62ODgYMntu0KeyKhYnnh6J1tn5Ur5sLY245hGUHRdCA2NZuToHXz0E+zg8ro7IdfY9Nq8/iJ7dtxI1X3kcin5C7hy55b29/XOzTcULppMvxXNxp2bX3xfr7+iUFHt7+tdjTqjImPxfOxF4aLJfF+r5cfa2izVwiCAx/33TBn7LwkaoXCK2AlzT1xCAoM2HuDB+x8/udXESCalcFZnrj7XnuuuvXhHiRxJz3Ulc7py7Qsh7/Kzt5RMJn9SFMnqjJFcpnXf1/7BeAeH/VA9SbH23E3+PndTfW0sl5PvvywI6tuDqBhnUGcMxoFMXFwcmzdvpmfPnlpx4jSJjY0lLCxM65cSZmZmmJubY2Zm2Aa8sTHxTBy2jRdpECzY2tYcmVxKcFCkVnpwUCT2DpZJlrFzsCQ4SNvxRUhQJPb2ifk/lwv5qs4I7JKps2HzUty+9pIAv3CdnkMTlQoWzjjA5XNfOzZ56xvMoEV7iEgDY3ZbKzPkMilBYdqnFUFhUTjYJK125mBjQWBS+a0Td/I///fLPIFhkeo6bz15j4O1OV0blkUuk2JlbsKAtokxxByTue/3EhoRw8AFu/Hy/zpw/Hm/26x4sStV9QPEhUajUqgw+UJNysTOnNigpE9+YoOifih/cpSa3AhVgpJTzdZwrO5feCw4S+npTbDIZvtD9SSFZ9gbZjz+m3jl15sMM7ae4uSd1Lvyt7VMZsyFC2PoSxytvx5zgeGRX425L+sMDI/C8dPfbj59j4ONOb/UK6MecwNbVVPXn1o2nbrN2iPXv0qPCItm3O8bvrK/0wVrO3NkchkhX8SHCwmMwM4xmbnO0ZKQwMgk8lup//457as8Dol5XLMlutfv2q8229acY+KATUSERTP379+wtE7dt0aRoGTm8O081BAMPvP0qQ/jJ+4mLpWbXgA2NubIZFKCg7+Y04MjsbdL+t/f3s6S4JCv83+2Ofv8vfiROhs3Ks6t268JCEj9d8LPP4wRI7d/dX+Aff/e5J8151N9D5tkv68R2Nkn/30NSapPHL7otyS+2XbJqDs3alqS29dfEeCf+n4DuHn1JXOm7P8qhJVCqWTE1qNce/E+1fewNU+c67600wsMj8LRKpm5ztKCwPAk5rpk8idZh5U5cQkJhMdorxECI6JwtEr9XLfw6CV2XU/dZkZG4eLigpubGy4uup+IivycGIwwuG/fPkJCQujRo0eyeWbNmoWNjY36lz37t2OoZQYkEkmyIScyI45ZrChTMQ/HDtxNszolSJAlEbBVKiHZzYPMwivvQCb/fZyuDcpwceUgji3qi7d/GIGhkaRFeEmJRIIsifEllRjM668zz/6+RnxELOUXtqTK6vbkal+Su5OPEvZSdxs+TaRIkfB132naW2ZGXvkEMmnDcbrWLcOVPwdyck4fvANCCQiNTJXNrSZJBVj+bBeemZF8epe2rznH5VOPefHEm4UT9qBSQfX6Sau7/SjSpPpOKklyLGZWHB2tKFsmF0eOpk5tUxOpVJrktzSpb0dmxdHJijIVcnM0DbRuNJHJpF8FUZfwc61N0gOJBOSZ5Htga2uLvb09tra26VK/RKUymJ/Ij2EwI/jvv/+mUaNGuLklrxY3ZswYQkND1b/371O/W2UIGJvImTK/I/kL6a4S+JmwkCgUCcqvdhTt7C0ICkza7X1w4Ne7mrb2FgR9Oi38XM72qzotCU6izgZNSxIeGs3VC8+++psuSCQwfFILKlbL/9XfsjvbsXRoa6zMUw6a+z2EhEeToFBi/8WJjL21OYGhX+82AwSGRn51gmNvba4+ufn83y/zOFhbaNV5/LonDf9YRZNhq6k7aAWr91/B1soML/+QVD2TraUZy4e3xcXha49a1ZxKMSBfh1TVD2BsY4ZEJvnKWUxscBQm9knv4JrYm/9Q/qSI9Arl7d4HFB9VB8cy2bHO60S+HhWwKZCFt/tSv1NbxDo3Ywv3RK7hyv8zozvWpmG5Aqm+R0hEMmPOyvyr07/PBIR9PeYcrCy+GnNf1ulgZU6ARp3Hbj6l/qjVNBy9hlrDV7Ly0FXsrMzwCvj6FPlH6V6/LD0alPsq3cLKlBkre5DNPfWqVGHBUSgSFNh+oZ1g62BJcEAyc11ABLYOFknkD1f//XPaV3kCE/MEfTqNefdKcFIUH6/A1ysIJ1fd7S0hUfV1wsJOFCn1tWlD/nwuTJ/WBhOT1AevDg2NQqFQYvfFiZ2dnQVBSZysAQQFR2Bn+3X+zydan78X31tnwwbFCAuL5srV1J+wA2TJYs28OR2wsfl6DmnWqgy/9q2Z6nuEJvt9/Vq75jPBgRHYJtUngV/0WxLf7C9PCwEaNClBWFg0Vy+mzfcVoGKVfIwY3/yrjRqpVMKcjo2onC/1pjYhUYlznYNlEvNSeDJzXcTXp4AOVl+fFqZEQHgUxnI5VqbaawQHS3MCwpMe6z/CiCY1aFWuyLcziogYMAYhDL59+5ZTp07Rq1evFPOZmJhgbW2t9UuJsLAwQkNDv6lOagiYW5gwc0lncuRK3SIpIUHJc08fSpbLpU6TSKBk2Vw8efghyTKPH36glEZ+gNIVcqvz+3qHEBgQrpXH3MKYgkWyJlln/WYlOXnkQartWj7zv+GNqNNQCBYcERnLO68g9XW+7E4sGtIKU+PULZISFEo8336kXCHBTblEAuUK5eDhy6RVeB++9NHKD1ChSE4evkj0oOrlH0pASATlCgt5LEyNKZLbhQdJ1BkUFkV0bDz1yhcgLl7B9UdJG8V/DxZmxvw5tDXurvbqtJDY18QrhQ9pA9fK9MzVQud7AEiNZFjnz0LgbWEsqJQqAu+8x65I0uoodkVcCLytvZkTcOs9tkW+34ZDEZPo9ODLBYxEKiW1R6q5LbIyqWhfTGRCsGBV3H117EupVMKUHg2oWjRXclV8FwkKJU/efaR8QQ17SwmUL5idB8k4pnn4yofyBb8Yc4VyqPN7BYTiHxqpVaeFqTFFc7nw4NXXnn2DwhPHXIOyiWPu2hPdxxxA62rFGNxaiDGoUCh5ruFR2NbegpmreuDkkjrBKSFBwfMn3pSsINheSyQSSlbIzZP7SW8UPrn/npIV8milla6YV53f1yuYIP9wrTzmFiYULJZNnefFY2/iYuO1BFqZXIqzmx1+3iE6P49UKmHkrLaUrSpsegX5h/PxU1gGSAzNMGlCS+Ty1H26ExKUPHvmS+lS7uo0iQRKl8rJ48dJh+V4/NhbKz9A2dLuPHqSmN/HN5TAwAitPObmxhQq6JZknQ0bFOfkKY80+U7Y2Zozf05HnJyENcHzZ77Exwt2cJ27V6Vd54pJFf9uEhKUPHvqQ6ky2t/XUmXdeZxMOJPHHh8oVdZdK610+Vw88fji+6qRx9zcmIKFs/LY4+vva4MmJTh1NO2+r8VL5WDC9DbINMbU0wfC+2Msl7Hkl2aptq+LVyh57PWRinm157oKebNz/13Sc929tz5UzKM911XKl4N7yeRPikdeH4lPUGjd193RDjc76x+qJyn61q5A92qlU1WHiIghYBDC4Pr168mSJQtNmjRJ03q9vb15//493t6ZI7Csta05s5d2xTmVu8u7t16lcYvS1GtSnOzujgwa1QRTMyO1M5cRk1vQs78QMHvf9uuUrZSHNp0rkj2nA9161yB/ITcO7BQMo/duv07nntWoWC0/7nmyMHJySwIDwrl8XtuOr2S5XLhmtePY/jupeobP/NK3Js3bCScMMbHxjJ65l8ETd+L9MUSdXiKvG/MGaHvJ1IWtx2/TskYxmlQujLurPaO71cXMxIiDlxIDuU/u1ZD/tamqzr/95B0qFXWnS4My5HSxo3eLShRyd2bXmXvqPNtO3qVn0wpUL5mbPFkdmdyrIQEhEZy/I8RxbFe7JAVyZCGHsy3tapdgZJfaLN99SWdbSBMjGQsGtaCQu7M6LTTuLce9/sdZnzEolHHq9DbZ69Aue12d7vOZXO1L8v7wIz4ce0LEmyA8Fp4lITqBbI0KA3B/xgk8V19R53dvWxL/G+94teMOEW+DeLb+OqFP/XBvJThpiQuLIey5PxFvEwX/iPfBhD33J/bTjrplTjvMs9rwcMFZQp74EukVyqsddwi49Q7nal8H7f5e3MycmFasPxZywf5LFX0IVVB7iFypTjOSyZjbpymlUulwZcupO7SqWoymFQuTy8WesZ3qYGZsxIEriWNuao8GDGhZRZ1/65m7VCqSk651S+PubEffphUpnNOZHefuCXlO36FXowpUL56bvG4OTO3RAP+QSM7dExyjdKhZgoLZs5Ajiy3ta5RgZMdaLN2n+5gDqFcmP2M71VFfq1Qq/px5kKG91vHg9ht1ehZXW2au6oFNMrZk38uejZdp1KYsdZuXInsuJwaOb46pmTEn9t0GYPiMNvw6qJ46/74tVyhbOR+tf6lCNndHuvarTb4ibhzYfk2dZ+/mK3TqU5OKNQvins+Z4TPaEOgfzpUzT4BE5x6Hd92ka//alK6Ul2zujgwc3xwgVR5FB4xvTvUGwqZXeGgU43/7m3E9/1afXAJUrJCXUSOaplp9b9fuGzRpXIL69YqSI4cDQwY1wNTUWO3Zc/TIpvTqKThz27P3FuXK5aJd2/Jkz25P925VyZ/flX37b6vz7N57k66dK1O5Ul5yuTsxemRTAgIjuHRZ+xSrVKmcuLnacvho6h2gWFiYMGdWB7JlEza9PJ94M3TgJubMOKAlNPUZUJdGzUqm6n67t1+ncfNS1GtUnBw5HRg0ojGmpkYc/+TkbOSE5vT8vZY6/96dNylXMQ9tO1VI/L7+Vp38Bd3Yv/uWRp4bdO5elUpV8+Ge24mRE1skfl8vaIfAKFXGHdesdhxNpZfuz+Qr6MrUuR0w1jht3r/5CkM6ruDITsHZjrmxESt6tiS/a+o2q/+5eIe25YvRonRhcmexZ2KrOpgZGbH3VuJcN7N9A4Y0FOa6zZfvUqVATrpXK00uJzv6161I0azObL1yT53HxsyEgq5O5MmS+O/v7mRHQVcnHD+dQEbExLH7pgcjm9agfO5sFM6ahent63P3rTcP3unuFKdTpRIMapB82CNDJDY2lpiYGGJjU+9jIUn07TRGdCCjM6nXN0klSqWS9evX0717d+RyvTdH7zhmsWb2sm4M7b0+SRWR7+H8qcfY2FnwS5+a2DlY8urZR8YN3qp2AJPF2QaVxsnJ44cfmDVhDz1+r8Wv/Wvj/T6IySN28EZDDWrnxiuYmhozZGxTLC1N8bj/jrGDtxAfp9C6d8PmJXl0/z3vU+kVFaB1pwp0/a26+johQcGEeQe4/zhxt/SPSbtYPrMTjp9UXCsWdWdq70aMW3lYZ7unkzefYWtlTt+WlXGwMefZe38GLdqjdsbhYm+l1XcPXvowfvUR+rWuQv/WVXj/MYThSw/w0kt4/o1Hb2JmYsTY7vWwNDfh/nMvBi3cQ5ym97bcLvRpWQlzEyPe+AYzc+Mpjl59otMzyGRSZvVrRpkCwk5oZPxHTnoNIUYRgk/UTS74TqaG61SkksR3rkeu5kQmRHPE57JO93SrnZ+4kGierbtOXFAkVnmdKD+vuVrtM9ovItHA8xN2RV0pOaE+z/6+xrM1VzHPZkuZGU2wyi3Ej/K7/JoHs4UwBfemHAcgb4/y5P+1AlK5jHJzm+O56gq3xhxCER2PeVYbSoyppxW8/kdwNLZlRrH/YWtspU5TxZ5DFToSUKGKWARSayTmXQAwNZaz+H8t6LvwXzzf6xbO4sTtZ9hZmdGvWSUcrM15+sGfAUv3EhQujDnN8fzglQ/j/j5K/+aVGdCiCu/8Qhi68gAvvYUx98+JW5iZGDG+S12szE2498KbAUu/GHPuLvRt+mnMfQxm5pbTHL6u25gDqFzEnek9G2oFYl7750mO7U+0HZ40dCtzV/UgX8FEdfjsuZyYvqI7o3r9TVSEbouTC8c9sLGzoFv/OolB55/6ML7fP8Jc52Kr9b4+uf+eOaN30n1gXXoMqof3u0CmDt7K2xfCv92u9RcxNTNm0MQWiQHA775jfL9/iNdw3LJ24TEUCiUjZrbF2ETO04cfGN1rHRHhQsy2H6HnkPo0bqux6RUVx+S+//D6aeJidXyvdczZ2EftoKZO7cJERMaw5M8TOt0P4Nx5T2xtzfm1ezXs7BKDzo8au4PgT+E+smSx1hp3jx57MWPWAXr2qM5vv1bHyyuYiZN38+aNYJ+7fcd1TE2NGTqkIZaWpjz0+MDoMTu0TugAGjcsjsejD7x/H0RqMDGRM3N6W/LmFTa93r7xZ+zI7URHx3HuzGMsLU0YPKyRWoNgyKgmRETEcvGsbmP9/OnH2Nqa0713DezsLXj5/CNjh25TO4n56vvq8YFZk/bRo09Nfu1bC68PQUwevVPr+7pj89XE7+uoJonf1wfvGTN029ff12YlefQgbb6v2XM6MGthJywsBPXJMwfusnJmonfpZVP2Y2FlSo1GiRt01mamrP6tNb+s2Mm7wBCd7nnswTPsLcwYUL8SjlbmeHr703fdXrVTGVdbK7X2BSSeDI7cdpRBDSozpGEV3gaEMHDjAa0QF7UK52FGeyE+6oIuiYcKy09e5a9TiZs8cw6dR6VSsbhbM4zkMi4/e8P0vWd0egaApqUKMq5FrW9nNDBev36dbNB5kf82EpVKv5aWJ06coEGDBjx9+pT8+b+2CUuJsLAwbGxsCA0NTVJl1NPTM9MO/JfPfBnRb6POi4vMToNmJRk6vpn6A65QKJm+5AinLmqfRObO6cjSaR2w1gjQve/CQ2ZsOJmh7TUUJBKY0qsRjSoJwYKjE4I49qE/YfHa6n95rZtSOcsYdR8rVUrmeW7kgn/anOpmNqyNLJhbYgjZzYWFpSruJqqgnoCmsCJBYjMfiZkQtDg4PIrf5u/kzcdg/ouUzOPG8sGtMTMWwpZsX3+R9cu141fa2Jozf+2v5HAXYoQ+vPWa8f03EhsTz3+Rdr9W47c/hMVsfFwCU/pt5PYl7dO0ImXcmf53T0zNBNXlzVuusG7DBf6LyOVSpk1pQ4Xygkqvr08IQwZs/MrLZsculenVV1i8x8crmDBiB7c1wiX9l8jibM3iVT1wyiKsm66decK0wVtQapykyuUyJi3vRlkNe32voFC6rtiBX1jq7e0yIzUK5eLPbs2TdJBl6KS0Jv7WejolPpct2XUGMmPTtGyyTijiYri3eZxOz/JfRe+juX79+qhUqh8WBH928uR3YdqiTpiYGn07809G1VoFGTK2qVpIUalULF57+itBEODV2wBGTt9DdIyg9tiyejEGtav2Vd7/AsM719YSBOMUEZzyHvqVIAjwIuwQtwKWCnZwEinDCnSjrH3hDGuvoWAuM2Vq0X7agmD8Y1TBfdEWBAFUqEJHooo5q06xszJn+eDWuNhZ8V8jfzYnlvyvhZYgeOjfm18JgpDogGPM/zbh5xuiTitWNhdj53fUign3X6FR27JagqBCoWTeiB1fCYIAj26/YcagLVonlF27VKZd2/IZ0lZDQiqVMGZUMy1BMCgwglFDtyYZbmH7livs2HpVfW1kJGPSrLbJxvH7mbG1s2DOn121BMEHN14xc+g2LUEQErVxpg/ewqM7QjzVrPY2rOnVBltz/S/6M5pyubOxqEvTTCkIZgQSleH8RH4McUQbMEWKZ2fSnHYYGf13Fkmlyudi9LTWWq7A12y5xL5jyduWPHrmw7jZ+4mLFxZJ3RqVo3vjr70Z/sz0bVmZ9nVKqq8TlLGc8RlJUGzyXuceh2znYfA/6mu5VMbYQj0pYq27zV1mw1hqxMQivclnJTgqUCW8QhXcE1RJewgEBaqQQajiBLsaV3tr/hrcGjsrw45rmpbkyGLLX4NaY6WxMDx77CHL5hxOtkzAxzDG9N9EiIb3xQrVCzBseuv/lBv76g2Kqm0NIXHTa9mkvVw8lrwn3FsXnjJ/1E4tO7h+fWvTuGHxZMv8jAweWJ9aNYVNr/DwaEYP34aXhrOdL1mz8gyHDwrhjszMjJmxoCO582ZJ17YaEhaWJsxa1Ils2QX7ymceH5jcf6PWJoMmsTHxTOr3Dy81nEDldXZgZc9WmBv/dzari2TNwrLuzTExEs2ZRH4+RGHQwClbKS8jJ7f8TyySChbNyuS5HTDW8Aq6bd9NNu3+Onj1l9y8/5apiw5rLZIGtK1Gm5r/jUVS5/ql6dVc8JSnVCVw3mccH6PvfbPs3cDVeIbsVl+byIyZVLQveSx//l1zmUTKmEK/Usw2nzpNpfBBFfQrKL9lzxSLKrgvqvhH6hR3F3uWDWyFpalxCuV+DpztLPlrcButEBY3Lj1j3qS9fMv44MO7QMYO2ExkhKAGX6txCfqPaZpezTUoylbJx8iZ7ZBqxCdbN/8Yx3bdTKFUIheOPOCvKfu1bKv+GNKQ6tVSH+okM9Drtxo0a1pKfR0dHcf4UTt59fLbNruL5x/h3JnH6mtLK1NmLeqMWza7dGmrIWFiImf6vA7kzS94eH730o8JfTYQHRWXQkmIDI9hfJ/1eGnYhxbL7sLS7s0x/g+c6Od2smfVb62xNE19CCsREUNEFAYzATXqFWHQ6LT1tGpouOfJwvRFnTEzFxbRh0495K9/zn93HeevPmfeypNai6SRXetQv/zPvUhqVrUIQzoIXv9UKiWXPk7nQ9SVFEppc91/Ia/CBGcUFnIzphbtR1azn3fXXIKEP/J3obyDEChcpQhEFdQDlN/pclwViSqoJ6oEwUtnoRzOLPpfC0x/4h1kW0szlg9qjZtG/MqHd98y7YtTq5R4+cyXCUO2EqOh4t20QwW6D0idZ1tDp3CpHIxf2Am5hsbHztXn+Hft9891R3Zc559Fx9XXMpmUcWOaU6a0e1o21eDo2L4CnTtWUl/HxyuYMmE3j5IIwZAUKhXMnr6fG9eF99XewZI5S7rg4PjzqnjL5VImzmxL0RKC9sNHr2DG9lpHWMj3xewLCYxkbK91+PsKcUgr5s3Bgs5NkP3Em9Wutlas6dUaO4v/jsaHzujbg6joTVRnRGEwk9C4ZWl6Dajz7YyZENesdsxa2gVrG2GyPXvlKfNW/LinvMOfBEiteHC9GlKleOriwRkqtcrkZVyPelr2ldf9F/I6/Ef7TsWlj9P4ECl4E7U1tmJ6sf44mfycu+a/521DLWdBlVilDEcV/BsoXv9YRapgVEG/olIIalRl8mVjTp8mP6VtiYWpMcsGtiS3q+D59YWnDxOHbCUuNmlVs+R4dO8d00fuJF5DxbtTn5q0+aVKCqUyL7kLuDB1aTctJzBHtl9n/YJjP1zXjlXaAqSRkYypk1tTuHDqQp0YKk0al6BPb8EJjEKhZNb0/dz6QScwCQlKpoz/F4+HQiw9F1db5izprPUN+lmQSiWMmtiC8pXyqtOCA8IZ+9s6Aj/+WAxmP+8QxvVaR2iw4DymdpE8TGtbH8lPKA86WJrzd+82uNj+vBsFIiIgCoOZiva/VKFD959rkWTvaMnsZV21dmVv3HvD1EWHUeoYOHz7/ltaqqVyuYzZ/ZtSMt/PtUgqXzgH0/s0RqahanY3cDVPQ/foVJ8KBed8xuEbLdjVZDG1Z3qx/tgYWaa6vYZE15yNaeomhC1RqWJQBf8OCY9TKJUCSt9PAqHg8rxasdxM7dEA6U+0SjIxkrG4fwsK5xRUzT68DWDswE1EReoWHuLmlRfMn7RP60Sx9/BGNGhVJtXtNSSy5nRg5soe6vAQAOcO32fZ5H061/n3vKMc1YgHZ2ZmzKzp7cidyymFUpmPmjUK8sfghuprlUrFkoVHuaBjeIjY2ATGjdrByxcf1Wk5czkxc0EnzM1/LhXvQcMbUbNuEfV1RFg043tvwPudbuEp3r/yZ0LfDVoq3i3KFGZ0s5qpbapBYWVqwqrfWpHT8efcDE0P9O00RnQgozs/tTAolUrVv5+F3/5XhyY/ySLJytqM2Uu74ppVmGw9PL0ZN3sfCQnfp2qWHGu2XGLvsXvqa1NjIxYNbkn+HD/HIqlYHlfmD2yBsYYq4qPgrVrOYHRBoYrjjPdIAmOEYMfZzJ2ZWrQf5rKfw3tcy6w16ZRTc2EZjypkEMR/214rRRSvUQX3RKUUvBk2LFeQkR0yXzyqpJBLpczu3YQy+QVbUj/fUEb330ho8PepmiXHuRMeLJ97REvFe/CkFlStVySFUpkHR2drZq7qga2DsKly47wn80fuILXRnZZO3MvFow/U11ZWpsyd3QE3N9tU1WsolCubi7Gjm2nZza9deZYjqQy8HhkRy+jh2/igEeuwQGE3psxpj5Hxz2EH99vvtWjSsrT6OiYqjkn9/uHV0+9Ug0+G5x5eTB2wSSscTNcqpehft2IKpTIPpkZylvdoQSG3n9dMQkREk59HSkqC/PnzU7hw4Z8ubMXAUY2pWT9zL5LMzI2ZvrgT7nmEyfbFG39GTN9NzA+qmiXHotWnOHVR2Dm2NDdh6dA25HDO3Dt9ebI6sHhIK8xMBE9uz0MPcStgWZrUH6+M5KT3H4TGvVGn5bXKzqQifTCRZm7vcfWcK9Ardyv1tUqlRBU6GmLPpc0NEp6gCu6DShWtTmpfswT9m1dOm/r1hEQCk7vXp0ZxwZV/SHAkY/63Ef8fVDVLjsO7b7H+LyEchVQqZdTsdpSunDeFUoaPjZ05s1b/irObxqbXrdfMHLQFRSo3vSDxlGzuiB3cvih4Dba3t2T+nI44OGTuE/2iRbIxZVJrrbAj27dcYce2qymU+n6CgyIZNWwr/n7CGC5Zxp3xU7U9WmdG2nepREcNdev4uARmDNnK47tfhxnShQc3XjNr2DYS4hXqtP/Vq0TXKiXTpH59IZdJWdy1KWVy/VyaRCIiKZG5Z7v/KFKphJGTW1Iuky6SjIxlTJ7bnkIaMZ4++AQzbMouInRUNUsKlQqmLznKlVsazgKszVk+vA1Z7DLnIimrkw3LhrXB2kI4pXsbfparfrPT9D6xihBOev1BRLyvOq2obV5GF+qJTJI5p41KDsUZmL+Tln2lKnwqxBxM2xvF30YVPBCVSnCM0qtxBbrVzbwn+iPa16JxBcGVf2REDOMGbubDW91UzZJjx/pL7Noo2K0aGcmZuLAzhUpkT9P7ZBTmFiZMX9Gd7Bpqmy8eezGp7watU5XUkhCvYNrATTzWiAfn4mLLvDkdsbbOnHZweXJnYeb0tphqxNo9tP8Oa1edTaHUj/PRN5RRw7YRquFIpXL1Agwb2zTT2sE1bl6K3v8TfAwoFErmj97FrSTiV6aG62c9WTR+N0qlsKkxullNmpculEIpw0UqkTCrfUOqFfw5fQzkyZOHAgUKkCdPnm9n1gV9O40RHcjoTOZc1Ykgl8uYOLsdRTPZIkkqkzBmWhtKlRfi2PkHhjN08i6CvtOr2Y+gUCiZMO8g9x5pOAtwsGb58LaZLh6co40Fy4a1wdFWEGS9I29w4eNkVKT+hOFLIhM+ctJrCNEJghpVeYciDC3QFSmZa5VUwjY/owp11xJkVRGLIWpr+tww7gKq0FGoVMKu+R9tq9OicuY70e/XrBIda5VUX8fGxDNp6DZeeKZO1Sw51v55kqP7bquvTc2Nmbr8F9zzOafL/dILYxM5k5d2JZ+GQ5cPr/0Z/9s6oiLSbtPrM7HR8Uzss55XnoIjI/ecjsya0Q4zs8xlB5ctqx1zZnfA0lIjfuXpxyxZeDRd7vfubQBjRm4nUmMzsl6j4vQbXD9d7pee1KhTmMEjG6uvVSoVy6bu50IK8StTw5mD91g167Ba3VkikTCtbX1qF04ngSMdmdCyNo1L/rzex42MjNQ/ERFNRGEwE2NiasS0RZ3IoxE3yJCRSOCPsc2oWqugOi00LJqhU/7Fxy9tVM2SIi4ugdEz9/L0peAswN3Vnj+HtsYikyySbCxMWTa8Ddmy2KrT/KIfctZnNEpV2p0wfElY/DtOeQ8lTiEECK+ZpSx987ZNt3umNQWscjKhSG+MNFRcVZF/Q+SK9L1xzGFUYVO1bMLGd61LnVKZ50S/S53S9G4i2AElJCiYPnonDzVOoNKDJTMOcuGUEL/RytqMmat64KoRLNuQkcmljJ3XkeJlhRMGf58QxvX8m9CgyBRKpo7I8BjG/7ZOKx5coYJuTJvSGiOjzGEH5+hoxdw5HbG3s1Cn3bj2gtnT938zfmVqeObpw8Sxu7Q84rZqX55uPaul303TmLIVcjN6Ugst+8r1i45/V/zK1HBgy1U2LxNUvOUyKQu6NKZCnsyzWT2kYRXaV/xvxCUWEfmSn1oY9PX1xcvLC19f329nzqRYWJoy888uZMvh8O3MeqbP4Po0aFZSfR0VHceIabt58z5tVc2SIjIqjuFT/+Wdl3DKVTCnMwsGtcDEwBdJ5iZGLB7SijxZHdVpwbEvOe09nARVTAol04ag2Gec9h5BglK4V1O3anRzN/zYlznNXZlS9HfMZEKwYFXUv6jC52RMA6K3oYpYqL6USaXM/K0xFQvlSKGQYdC8chGGthU8riqVSuZP3seNS8/T/d4qFcwZv5tbV1+o0+wdrZi1+lccshi2m3eJRMKwaa2pWFPY9AoJimDsr3/j5x2S7vcPDohgbM+1BHwU4sGVLuXOhHHaQoIhYmNjxrzZHXBxtlGnPXzwnikTdn93/MrUcP/uW6ZN3kNCgnCi/0uvGrRsVy6FUoZBkeLZmDSrnZZ95c6159m19kKG3H/rijPs1VDxNpbLWdq9OUWzGf6J/q81ytC7Vnl9NyPTo28PoqI3Ud35qYXBkJAQgoODCQkJ0XdT0hU7ewtmL+uKYxbrb2fWE517VqNNZ+GEITYugTGz9vHkRcYJ6iFh0fwxeRcf/YVTyDIFsjOrXzODdRZgLJcxb2ALiuZxVaeFxX3gpNcQ4jS8VqY3fjH3OeczDoXGKWTHHA1ola12hrXhR3E2dWB6sf5YGQknDKqY46jCxmdsQyJXoYpcq740kstY8HtziuVyTaGQfqlVMi8TutbVsq/8a95RzqaTqllSJCQomTpiB4/uCw4vXLLaMXPVr1jbmmdYO36UfqObULtJSfV1ZEQME3qt58Nr/wxrg59XCGN/1T6FrFolPyOGNTZYOzhzc2Nmz2hPzpzCpteL576MH72D2DRyKvY9XL38nPlztEMb9R9Sn3qNimVYG36U3PmcmT6vo5Z95ZGdN1i/8HiGtmP17MOc3CuoeFuYGLOqZyvyZDHcE/025YoyvHH1b2f8CQgKCiIgIICgoKBvZxb5T2GYK2CRHyaLiw2zl3XFxs7wFkkt2pWjx++Ce/0EhZIpCw9x52HaeDX7EfwCwvlj8i6CQ4RFUrWSuZnUs4HBLZJkUgnT+zamfGHhFCkqwT/Rjk+R/qepX+IVdZVLvtNQatjB9crdknrOhudO3N7YmhnF/oe9iXDCoIq9jCpkKKSDfeW3UIXPRRW1U31tZmLE0gEtyatx2msolC+YnVm/NdKKX7lx5VkOprOqWVLExsQzcchWXj0XNo1y5snCtOW/YGaA8eC6/a8OzTtpbHrFxDP593948cgrw9vy/qUfE3qv17JPbFC/GP1/r5NCKf1gbCxn+tQ2FCggbJB8eB/I6GHbiEwH+8pvcer4Q/5aekLLDm7YmGZUrmZ4nsmzZrdn9qJOWFoJ9pXnjz5g2ZT9emnP4gl7uHJKiNdqa2HGml5tyGpneJvVDYrlY3LruvpuRobh5+eHr68vfn5+6XMDfTuNER3I6IwoDP5E5HB3ZOaSLphbmHw7cwZRu2Ex+g8XYroplSrmLD/OxesvUiiVvrz3DmbYtN1anksbVSrE8M6Gc8olkcDY7vWoVSafOi1GEcoJryFEJHinUDJ9eRNxiuv+C7Xs4Abm70gVxxJ6a9OXWMrNmVasP65mgqCliruLKqQ/kH72ld9CFTYBVYzgAMPawpS/BrUmm5NNCqUylqK5XFj4e3Ot+JW7N19h698Zo2qWFBHhMYwdsAkvDXXyAsWyMWlJF4yM5SmUzFhadatMl74am17xCmYO2YLHzdd6a9Nzjw9M7f8PcbHCuG/Tuhy/dK2SQqmMRSaTMmFcC0qWyKlO8/sYxsihWwlJB6di38u+3bfYuP6i+lomlzJuWmtKlnHXW5u+xNHJijmLO2NnLzgVu3XxGfNG7Ux1/EpdUSpVzBq2jbsaKt7ONpas7d0GRyvD2ayukj8nszs2MnjVaRGRjEAUBn8y8hV0ZeqCDhib6H+RVLFafkZMbKGlarZs/VmOnX30jZLpz/NXfoyeuZcYjUVS+zol+b2VYcSDG9KhBs2rFVVfxysjOe01jNA4/S0sP/MsdC93A1epr2USKSMKdqeUrf69sJlKjZlStC/uFm7qNFX8U1TBvUEj9p9+UKEKGY4qVlhgOtpYsGJwG5xsLFIolzHkdXNg6YBWmJsKJ27H999h9eITemxVIsGBkYzpv5EAzXhwFfIwZm57pAag4l2/ZWn6DG+kvlYqlSwYvYsbZz312KpE7l9/xawhW1Fo2MH16F6N1i31H+pEIoERwxpTpbKw6RUSEsnoYVvxS6P4lalh04aL7Nl1Q31tbCxn6pz2FCjklkKpjMHG1pzZS7rg7GqrTvO4/Ybpg9MmfmVqSIhXMHXAZjzvC168czjYsvq31lib6X+zumROV5Z0a4ax3LD9BYiIZBQSlb62j9KAsLAwbGxsCA0Nxdr6axUET09PEhISkMvlFCxYMIkafl6uXXzGxtXndPa+FhPzeeEswdTUNMW8SeGazY7RU1ppCaXrd1xh3fYrujUonahYJhezRrfUMrpfsecylx680qm+mOhEJysSiQQTU90+erXL5OO3ZoKqmUIZyynv4fhG306hVMZTxnEARe06q69jFLHM9fwH/5hgneqLifnkoEYiwdTkx/tOIpHwa64WlLIThFJVwjtUQZ1AmXH2Wt9EYobEbj0S49LqpJfeAUzZeJJ4hSKFgskTrR536PS+WpgaM6tXY5xshBOGi6cfM3PMLi3bKX2TI5cj89f8io2tIDyfOnCXvZt1n1eioxPnOolEt7kuT0FXBk9qqbY7VqlUrJh2gINb0iYwelpRp0Uphs5uh1QqtPPPZSd59OiDTvVFxwhznS7vK0CTxiVp0Vx4DyIjYxkxZDPPnhqW07eRY5pRv5HgaTIsNIoZE/dqxSb8EWI0+s5Eh76TyqQMHtFISyh9+cSbUT3WEhme/k7FvhcrGzPmbuyNez7B4/m9t97M2H8WpY6LkxiNuc5Eh/fVwdKc+Z0bY23242UzOymtib+1nk6Jz2XLtJ+B3Ej//ZoQH8PtneN0epb/KqIwKJIkHh4eAGnWd/8eusOSv8+kup70oG61gowf3DhNnMikdb8pVQmc8xnP+0j9qemlRKUso8lv0zxN6krrvlMpPiYKggrdFrvpisQaif1mJEZpMy+ldd/dvvaSSX9sJT5eN+E0Pclf2I05K7qnmTp8WvfdxsUn2LbCMOe65t0q8/u4ZmptjdSQ1v0WGxvPmBHbeXAv423Jv4VUJmHS1DZUqZY22g9p3Xcf3gQwotsqQgLTL2yJrtg7WbFgS19csqWNE5m07rv/EqIwKJIc+tevEfnpOXb2kcEKggCnLnqyaM1pvdlYJIdKpeTKx9kGKwgCXPOby5tww/u3VSmDUQX/apiCIIAqDFVwT1QJb/Tdkq948vA9U0dsN0hBEODZY28mD9umZQdnKOxZf9FgBUGAA5uusGXZKX034ysSEhRMm7THIAVBAKVCxfTJe7lzW/9q+l/i7xPCuN/WGaQgCBDkH86Y39YR5K9/tV8REZGkEYVBkXTFPzCc2cuO6bsZ32T/8ftcuJb+8dN+hFfhJ3gZfkTfzUgRFUou+k4mRhH67cwZiCpsJiToz0nRd6EMQBU6Ut+t+Iqpw3cQE214gpYm92+9YfuGS/puhhavPX1YM/uwvpvxTbYsO43HrTf6boYW+3bf4toVw35f4+MVTBy7K0PiHf4ISybtxc8nRN/NSBHf90F6824qkoGoVIbzE/khRGFQJF2JjUtAYUA2RykRGR2n7yZoEa/Unye9H0FJAkqVYfUdKsPcJf8KVYS+W/AVUVEZ78pfF6L0EHIgJaKjDOwdSIHoSMPqu8wy5mKi4w3Obb2h/VsmR1QmaaeIyH8R/bucTEesrKxQKBTIZKLHqB9FIpFgbGyMubnhuILODMjlcuRyOWZmZvpuSqZDHHO6I/ad7oh9pxviXKc74pjTHbHvRETSnp9aGMyaNau+m5BpMTc3x9raGgcHB303JVMhGrTrjjjmdEfsO90R+043xLlOd8Qxpzti3+mOiYkJMpkMuTx9lv4SVeJP3xhCGzIbP7UwKKI7uXLl0ncTRP5jiGNOd8S+0x2x70QyGnHM6Y7Yd7oj9p1IcojCoIiIiIiIiIiIiIiI7qgwDJtaQ2hDJkN0ICMiIiIiIiIiIiIiIvIf5Kc+GXzx4oU6wGbevHn13ZxMhdh3uvHkyRMAjIyMxH77QcQxpzti3+mO2He6Ic51uiOOOd0R+05EJO35qYXBhIQEEhIS9N2MTElsbKzBBWHPDCgUiYG6JRKJnluS+RDHnO6Ifac7Yt/phjjX6Y445nRH7Dvdef/+vdrDfvbs2dO8foky8advDKENmY2fWhgU0R1xshXJaMQxpzti3+mO2HciGY045nRH7DvdiYyMVJ+qiohoItoMioiIiIiIiIiIiIiI/AcRtwdERERERERERERERHRH9CaaaRGFQZEMp1WjknRqWQ57WwtevvH/P3vnGR5V0QXg9+5ueu8hoXdC7016B5HeexGVpghK+wDpooBIRylSpIhUFUSKSJcOUgIktBAS0hPSs7v3+7GwmyUbSDabZAP3fZ77wMzOzD13Mjs7586cc1iy9ii374VmWr5pg7IM79MQb08nnoREs3rTCc5dfqBXZlifhnRsWRl7Oyv+83/KojWHeRISo/28iI8LnwxqQuXyPlgo5AQ+Cmft1tNcuRGUW4+ZKxzZEsrBdU+JDU+laHk7+k8rTsmqDpmWP38wkt1LHhMRnIJ3cWt6TChG1aYuACjT1OxeEsT1f6IJC0rB1kGOX30nekwohouXpbaNJR/78/h2AnGRadg5KfCr70TPL/TLFARWbohh4cpoQsNVVPWz5Pu5ntSpbp1p+Z2/PWfGgkgePlFSpoQF8//nTvsWdtrP5YXuGay3YJo7E0a68DAojTnfRfH3qURCw1X4eCno182BKZ+6YmlZcOysOvaoTfcBDXF1s+f+vVBWfnuQOzeDMy3fqIUfgz5pjlchZ4KDIlm37AgXTuv31cCPmtG2Sw3s7a25dS2IpV//ztOgKACq1CzOt2sGG2x7zMAfuHvrqcmeLbd5v289ug9rgouHPff9Q1g1ez93/3uSafn32lZm4Ket8PJ1IfhhJBsWHuTCiTt6ZQaMbUXbHrWxc7Th1uWHLP9qL08fReqVqd2kHH1HtaBEuUKkpij578J9Zo/anCvPmFt80KUmPXvXw9XVnsDAZyz//i/u3M78b9+4aXkGD2uCt7czwcFR/Lj6GOfPBeqVGTS0Me07Vsfe3oqb/z3h+8UHCX4SDUDVakVZtHSAwbZHjVjPHf8Q0z1cLvN+n3p0H9oIF3d77t8JZdXc314/7tpUYuCYVnj5OhP8KJINi//kwom7emUGjG5J2x61sHOw4daVRyyftS/juGtcjr4jm1OirLdm3F18wOwxW3LlGSUkJEyHdExUIk9p3rAco4c05acdZxk+fjMBD8NYNL07zk62BstXKufDjM/f54+jNxg2fhMn/w1g3qTOlCjqri3Tt0sdunWozsI1h/lo4s8kpaSxaHp3LC3k2jILpnZBIZPx2fRfGD5hMwEPw1kwtSuuzobva478+0cE2+c/pPPowszcW4Ui5W1ZOOw2cZFpBsvfu/yc1Z/fpXEPT2btrUL1lq4sHXWHJ3cTAUhNVvPoZgIfjCzMzD1VGL28HKEPkvn+E3+9dirUdWTk92X5+lB1Ri8rR3hQMivG3jF0S7Nlx77njP8qgmnjXbl4qAhV/Kxo1yeYsAjDDqbOXEii3yehDO3rxKW/itKprT1dhzzlhn+KtkzwtRJ619rvPBEE6NrBHgD/e6mo1SKrvvHkv+PFWDTTnTWbYpk6PyJPntkUNGlVkRHj2vDzj8cZ1X8N9+8+Y+6y/ji52Bks71elCJPndufPfZcZ2W81Z477M2Nhb4qV8tSW6TmoIZ1612XZ/N/5dPBakpNTmbdsABaWmneTt64F0bvNQr3r4J5LhDyJLlCKYON2VRgx+X1+XnGEMV2W8cA/hDnrhuHkarjvKlQvyqRFvTn060VGd17K2aM3mbZiAMXKeGnL9PiwCR8MaMCyr/byWc8VJCelMWfdUG3fATRsXYkvvunF4d2XGNXpeyb0WcXx36/m9uOalKbNK/DxqJZs/ukkHw9fx/2AML5e2BvnTOZrv0q+TJ3ehT//uMbHw9dy+uRdZs7tQfESHtoyvfrWp0u32ny/6CCjP/qJ5OQ0vl7YBwtLze/EzRtP6NF5id514LcrhDyNLlCKYOO2lRkxsT0/rzzKmO4rNOPuhyGZj7tqRZn0bS8O7b7I6G7LOXv0FtOW9adY6XTjblhjPuhfn2Uz9/FZ71UkJ6Uy54ch+uOuVUW+WNCDw3suMarLUib0X8PxP67l+vNKmA+CaD4XQO3atfHz82PFihX52zEFAEkZlMhTen1Qi98O/8eBYzd4+CSShasPk5ySRocWlQyW7/5+Dc5fecC2vRd49CSKddtOc/f+M7q2r6Yt0/P9GmzaeY5T5wMJfBTB3O8P4OZqT6O6GrfTTg42FPFxZcvufwl8FMGTkBhWbzqBjbWFnlJp7hzaEEKTnp406uaJb2lbBs0qiaW1jBO/hhksf3hjCJUbOdN+uC8+pW3p9llRivnZcWSLZhfW1kHBFz/5Uae9O4VK2lC6mgP9p5fg4Y0EIp/qlJ42Q3woXc0Bd18rytRwoMMIXwKvxqNMKzguu5asiWZ4P0eG9HbCr5wVq77xxNZGYMO2OIPll66NoU0zWyaMdKFCWUtmTXSjRmVrVqyP0Zbx9lToXfv/TKBZQxtKFrMAoG1zO9Yv8aZ1UztKFrPggzb2jP/EhT0H4vPikU1C1371+XPvZf767SqPH4SzdP7vpCSn0eaD6gbLd+5dl4tnA/h18xmCHkawafXfBPiH0KlnHV2ZPvXYtu4EZ/+5w4OAZ3wzfQ9uHg40aFoeAKVSRXRkvPaKi0mkfpPy/PXblTx5ZlPRZch7HPzlPId3X+JxYBjLZuwlJTmV1t1qGSzfaWBDLp68y651Jwi6H87m7w8TeOspHfvX15bpPLAh21cd49zRWzy8E8rCL3fg5ulIg5Z+AMjkMj6e2pG13x7gwPZ/CX4YwePAME4e/C9PntlUdOtZlwO/X+XQwes8fhTBkkUHSElW0rZDVYPlu3avw4Xzgfyy/RyPH0Xy07p/CLgbSqeuur7u2qMOP28+xZlTd3lwP4wFc/fj5uZAw/fKAaBUqomOStBecbFJ1H+vLH8euJ4nz2wqugx+j4M7L3B4z2XNuJu5TzPuutY0WL7TgAZcPHWPXetPasbdsiOacdevnrZM54EN2L7mb84du83Du6EsnLQTN08HGrRIN+4mv8/abw9yYMd5gh9FasbdnwVr3Em8XVy4cIFbt24xatSo/BbF7JGUQYk8Q6GQUbaUF5euPdLmiSJcvP6YiuV8DNapVM6Hi+nKA5y/+pBKZTXlC3k54eZqr1cmITGV2/dCtG3GPk/i0ZNI2jariLWVBXKZQKc2VYmKSeBO4DNTP2auoExV8/BmPH4NnLV5MplAxQbOBF59brBOwNXneuUBKr/nTOAVw+UBkp4rEQSwdZQb/Dw+Jo2z+yMoXd0BhUXBmD5SU0UuXU+hRSPdroJMJtCikS1nLyUbrHPuYjItG+nvQrRuasu5TMo/C1dy4GgCQ/o4vlaW2DgVrs6G+9bcUCjklCnvw+V/72vzRFHkyvn7+FUpbLBOhSpFuHL+vl7epbMBVKisKe/t64KbuwOX05VJTEjB/8YTbZlXqd+kHA5ONvz129UcPlHeobCQU6aiL1fPBGjzRFHk6pkAKlQvZrBOhWrFuHo2QC/v0qm7VKimKe9d2BVXT0eupGszMT6FO9eCKP+izdJ+Prh7OyGqRZbvGcvPJ6cw68cheruL5o5CIaNs2UJcvqgzBRBFuHzpAX4VDY8Rv4q+XL6kbzpw4fx9/Cr6AlCokDNubvZcvvhQ+3lCQgq3bwfjV8nXYJsN3iuDo6MNhw4WnN0thYWcMn4+XD33yrg7G0iFakUN1qlQrWjGcXf6HhWqasp7F3bB1cORK2d1R24T41O4c/0J5V+0qR13osjyXaP5+Z9JzFozSG93UUJCwnx552wGU1JSePDgwZsLAqVKlcLCwkKbjoqKIizM8C5MeqysrChRooReXlBQEAkJCW+s6+rqiqenp16ev79/JqX1KVy4MPb29tp0fHw8T55kbieQnvLlyxvMVyqVhIaG4u3trdd3b4rfqHVdLNcdTXFysEEhlxEVq98P0TEJFPN1NdiOq7MdUTGJenlRMYm4vjim5uas+Tc61kAZZ929x321k3mTOnNo61jUokhMbCITZu0iPkG3AxYSEkJEhDfu7u7avhNFURtP603PWqyYbpGnVCq1fzd7e3vi4/V3gzLrv/Qun58Jz7Sva55HK1GrwMndQq+8o7sFIfeTDLYVG5FmsHxshOFjpakpan5Z+Ji677tjY68/Nfzy7SOObAklNUlNqWr2jFujP14CAgKwJBIHBweeP9cpm6/rv8zcW5ui73xs47F/YdIYEaVCpQIvD30lzMtDwZ0A/XHzktBwJZ4eilfKywkNM/wsm36Jw8FeRtf29gY/Bwh4kMry9bF8M123G52SksKjF89qLn2nVmvO2Dg62yJXyIiJ0m8jOiqBIsUN76i7uNkTbaC8i5umX1xf/BsTqV8mJipB+9mrtOlUg0vnAokI09/FjYqO0j6rqfouJ3NdQoJup9zRxRa5Qk70K88ZHRlP4ZIeGMLF3Z7oiIzlXdw1/eLiYa/Ny6xMoSKaebTf6Jb8+PUfPAuOpuuQRizYPILhbRYSH6uZK548CaJEhJvZzHUREbqj005OmnEXHf3K70RUAkWKuhlsy8XVnugo/fIx0Qm4vjga6eL24nfilTZjohJwdTU87tp2qMbFC/eJCNd/eeZ/xx+5XGY239fERN38r/nOyg2Oo9eOu1fHVEQ8Lu4OLz530Oa92qZ23BV+Me5GteDHBQc0425wIxZsHM7w9ouJj00iISHRpN/X9EjrOsO8uq7L9bjboqi58htzkKGA8VYrg97e3qjVamQy3Q6GKIpGfyHUanWW6srlGd/8q1SqLNU1NCFmVd5X4+/k5FkVCoW27kuZ5HI5rq6aST88PPy18X5e1pXLzONLOW5ES6JjExk9dRspqUreb1mFr6d0YcSXW4h8sUBQq1TaZ7WwsMDV1RW1Wq23UDHEy2cVRRFXV1eioqIM5qcns/5L//dSy1R5tnevTFOz8tO7IMKgmSUyfN5umA+Nu3sS8TSFfcue8MOXAYz7obw24LRSqUKGEkEQ9J71df336ti0s7PT/rDmuO/EvD3CumFbHH27OmBtbfgPFhyipH3fp3TvaM+H/Z20+aKok9tc+s6cXLG5ezpSs14p5k3emeEzMd18bKq+y8lcJ5L/ToEEmUaGHav/5vRfNwD4bvJONp+YTKO2lTm44zygeU6zmuvU5nXk3N3DgVq1SzLnq90ZPlMqlYiizGy+r6IZfF+1427NcU4fvgnAd1N/ZfPfk2jUpjIHfzmvtx7JSd+5u7uTlpam/e0BaV2XVRwdHYmLizP4LBLvNm+1Mujs7JwhTxAEowNuymSyLNU1VEYul2eprqEvaVblTT85vkwb+6zpf5xfyqRQKLRvt2JiYrL2A55OptjnSShValyd9A3ZXZztiIwx/HYtKiYhg5MXV2dbol4ocC/ruTjZapW6l2XuPdC87atZuSgNapak/YDlJCalArD4hyPUqlqMts0q8vNuzQJJJpdrn9XKygpPT09UKhUxMTFvfk40/R0Xp9u9eNn3FhYWGd4KZqX/ZIJuLDi4KJDJybCrFxeRhpOHxatVAc0uosHyr+wWvlQEI4NTmLjJL8OuIICDqwUOrhZ4l7DBp5QNnze+TODVeEpXd3jxrHIUKLC0tMTdXbdrlJ3+S07WHcHMed/plDJ3VzlyOTwL1/9BfhauxMvT8PfD20NBWLjylfIqvD0zfj9PnkviTmAa29Y4ZfgM4Gmokhbdn1C/ljVrvtV/FkHQPau59B0vlJq4mERUSjXOr+ycuLjaZdhJeEl0ZDwurykf9eJfZzd77f8BnF3tCLyb0aNw647VeB6bxNl/MjosEtLNx6bqu5zMdQK6MnHRiaiUKu2O6Etc3DLu/r1EsxuTefno8HhdXrrdKhc3ewJfODiJepH/ON3x97Q0FSFBUXgWctZ7TrOa69K9sI2N1Yw7l1ecFLm42mXY/XtJdFQ8Lq84SHF2sSPqRfnoyBe/Ey52GcddQEZTgTbtqhIXl8SZUxk9BisUCuRymdl8X4V0LyE031lVJuPIsHlAdER8xnHqriv/8t/0eS/bzDjudDtsaWkqQp5E4VlIMy+mX4/kpO+cnJxITEzUW9tI67qsYW1tTUpKSoZxJiHxViuDhrCyssr0SOSbcHV1zfDmLqsUKVLEqHqQ+RHON2Fvb290XZlMhlqtRqFQ4O3tneHzsmXLZqmdJyHR2v8rlWruBj6jZpWinDyvsVEQBI2ytvugYecQN+48pWaVYuz8/bI2r1bVYty4q/EqGPIslsioeGpWKUbAw3AAbG0sqVCmEHv/vAqAlZVmmBt6wyZLN9EWKlRI7wcKNJN4dvrw5T0UCsVr62Wp/2Ju8eKRUFjKKF7RnltnY6nZSjMG1WqRW2djadE/498HoHQ1B26djaXN4ELavJtnYihVXReK4qUi+OxRMhM3V8TexbBimZ6Xm25pqbpFSunSpbFVZDyGlJ3+e3lsxhR9p462hxcngC0tBWpWseLYqUQ6t9MsetRqkWOnkhg1xLACV6+WNUdPJfHpCBdt3pETidSrmTEUxfptsdSsYkXVilYZPgsO0SiCNapYsX6JFzKZ/g+7lZUV5X0NP2t+9d1LGZVKFff8n1K9TgnO/qNpXxAEqtUuyf5fzhuse/t6ENVql2DPtnPavBp1S3H7hVv70OBoIiOeU712Ce6/UP5s7awoX6kwv++6mKG91h2rc+SPa6hUGRfEri6umT6rsX2Xk7nuVqLOblmZpuLezWCq1S/N2aO3gBd9V780+7ecMVj/9tVHVKtXmr0bT2vzqjcow+2rmnZDn0QRFRZHtfqluf9iEW5rZ0W5qkX440V/B9wIJjUlDd8SHty8pKknV8jw8nUh7GmMtt3ChYuY1Vx3/qxOiVAq1dy9G0KNmsU5c0oT3kAQoHqN4uzbk3GMANy6GUz1GiXYvfOCNq9m7RLcehECJSQkhsjIeKrXLK5V/mxtLalQwZff9l7O0F7b9lU4fOg/g+OufLnyyBUZTwDk1/fV1va49v/KNBX3bj2lWr3SnD16G3gx7uqVYv/Wswbr3776mGr1SrF3s25cVq9fmtvXHgMQ+iSaqPA4qtUrpT/uqhTmj+3/AhBw88W4K+7Ozcvpxp2PbtzZ2dma5PsKYGNjo5eW1nVZw9PTM1cVwfSePPMTc5ChoFEwPEBIvDXs2H+R91tVoW2zihQr7Mr4j1phY23BgaOaI01Tx7bjo/6NtOV//f0ydasXp9cHtSjq68qQXg0oX8qb3Qeuasv88vtlBvWoR8PapShZ1J3/fdqOyKh4Tv6rUThv3gnheUIyU8a2o1RxD4r4uDByUBMKeTpx5pK+s4uc8iabm5zQZkgh/vnlGad2h/E0IJFNM+6TkqSiUTeNEvbDF/fYuVC3IG01qBA3TsZwcN1TngYmsWdpEA9uJNDyhfKoTFOzYuxdHt5I4KOFZVCrRGLCU4kJT0X5QtELvPacI5tDeHQrgYjgFG6djWXV5/fwLGql3RU0Fa87ipdTPvvIhbU/x7Hxlzhu301l5MQwEhLVDO6tcfgyaEwoU+bqjimNHe7Mob8TWLw6Gv97qcxcGMnFa8mMGuqs127ccxW//hbP0L4ZHccEhyhp3u0JRX0VfDvdg/BIFaFhSkLDTG+3kVt9t/vns7TrXJOWHapSpLg7YyZ3wNrGQuvZ84uZXRgyqoW2/N7t/1KrQWm69atPkWLu9B/RlDJ+PuxLpzzu3XaOPsMaU69xOYqX8uSLmV2IDH/OmeP6NjTVapegUGEX/jSwWDcludV3ezacom3P2rTsXIMiJT0Y/VVnrGwsObz7EgDjF/Rk8OdttOX3bTpNzUZl6TqkEYVLetBvdEvKVPLlty26RfzeTafp/Ulz6javQPGyXoz/pieRYXGcOaJROBMTUjiw/V8GjGlFjYZl8C3hzuivugCY3LNjbs51u375l/bvV6dV28oULebGp+PbYW1jofXsOXFKR4aNaKotv/vX89SuW5LuvepSpKgbA4c0omy5QuzbrVMed+88T7+BDanfsAwlSnowceoHREY+5/Qp/V3n6jWKU8jHhYO5GI4jN+e6PT+dom33WrTsVF0z7mZ00oy7PZrv0fj53Rk8rrW2/L7NZ6j5Xlm6Dn6PwiU86DeqhWbc/ax7obN30xl6f9SMus3KU7yMF+O/7kFk2HPOHE037nacZ8DoltRoUBrf4u6Mnt4JgJOHTDvu4uLiiI2N1duZlpCQyBnv3M6gRP5y7PQdnB1tGda7Ia4utgQ8CGfCrF+1DmC8PBz1fihv3HnKzO/+4MO+7zGi/3s8CYlhytd7efBYt3Dfuuc8NtYWfPFJa03Q+dvBTJi9i9Q0zWIl9nkSE2btYkS/9/h+Vk8UchkPgiKZ/PVeAl9uvRUA6nZw53lUGnuWBhEbnkbRCnaMX1cBJ3eNp5TIkFSt7QZAmRoOfLSoDLuXPGbX4sd4Fbdm7IpyFC6rOXYb/SyVK0c1O7fTO+m7T5+42Y8KdZ2wtJZx6XAUe5Y9ISVRhbOnJZUbOfPBkjJYWJr2XVJuLi57dXIgIlLFV99EEhquolpFSw5s9cXrhZOYoGAl6U6q0aC2DVtWejN9QSRT50dSpoQFuzf4UKm8/u7f9r3xiCL06ZJRMT58IpGAB2kEPEijaA195waqkDImfb7c6rt/Dt/EycWOgR83w8XNnvt3Q5k6ZgsxL47feXg7aR3OANy6HsTXU3cxaGRzBo9qwdOgKGZO2M6jdMfHftl4GmtrSz6d0hF7B2tuXn3M1LFbSEvVV5LbdqrBzWuPCXqUu3EZc6vvThy8jpOrHf3HtsLVw4HA20+ZNny91nmOZyFnxHR9d/vKYxZM2M6gz1oz+PM2BD+MYPaozTy6pzvGuPPHf7C2sWTsrK7YO1pz89JDpg3foNd3a785gEqpZsI3PbGytsD/WhCTBv1IfJxhR1PmyPFjt3FytmPw0Ca4vDjKOXnCdmJemAJ4ejmhTvc7cetGMPNm7WXI8KYM/bApwU+imDF1Jw8f6Ob3HVvPYm1twbgJ7bG3t+bGf0FMmrCdtFT9v3+7DlW58V8QQY/1A6qbktyc6078+Z9m3I1piau7A4H+IUz7aEPm4+7qYxZ8uYNBY1sx+LPWBD+KZPaYLTxKd3x257oTmnE3s4vmO3v5EdNGvDLuFh5EpVIz4eueWFkr8L8exKSha4mPM+yB2ViePn2KUqlEoVDg6Ph6780SeYyIeZicm4MMBQxBzM1XVLlMXFwcTk5OxMbGSpOCifH399dOuMYeSQDNMdE+I9eZULLcY/KYtrRvbjjeYVa5cUOzw5nTfgPwj9nNv+ELc9RGXtGjxD6Dx0Szgyn7Th09ElKO5KiNPEFRGpn7gRw3Y8q+69RoLslJhj3OmhNd+tTj4/Ftc9yOqfru1uVHjO+zKsfy5AWzfhhC7SblctSGKcfcpg0n2LThZI7ayCsOHZts8JhodjBl343vt5pbVx7nqI28oGrdkny9YXiO2zHV2kRCn5ysp1/Wrfv+bBQWGU0p8hplWjL//j5N0g2ygXRMVEJCQkJCQkJCQkJC4h1EOiYqISEhISEhISEhIWE0kgOZgou0MyghISEhISEhISEhIfEOIimDEhISEhISEhISEhIS7yDSMVEJg9jY2GiNtCWyjiAIyOXyDHGQJN6M1HfGI/Wd8Uh9ZxxSvxmP1HcSbyWiqLnyG3OQoYAhrfQlDFKsWLH8FqFAIpfLcXV1zdXArm8rUt8Zj9R3xiP1nXFI/WY8Ut9JSEiYE9IxUQkJEyKTyRAE4c0FJSQkJAow0lwnISEh8XYg7QxKSJiQsmXL5rcIBRZpcWk8Ut8Zj9R3xiHNdcYjjTnjkclk2kvCvJC8iRZcJGVQQkLCLJAWl8Yj9Z3xSH0nkddIY854pL6TkDA9kjIoYZBHjx5pHchI9oNZR+o345H6znikvjMeqe+MQ+o345H6TuKtRHxx5TfmIEMBQ1IGJQySlJQkeRM1AqnfjEfqO+OR+s54pL4zDqnfjEfqOwkJCXNCOnQtkat4uNpTqZxPfovxRlydbanmVzjH7ajVahNIo6GQbU2sZE4may+38LapgZXcOb/F0EOwbpffImQJc5SzccuK+S3CG7GwkFO/Sbn8FkOPoqU9KVbGK7/FeCPeRVwpU8k3x+2Ycq6rU6801jYWJmsvt3ivcTlkcvOy9WvUtnJ+i5AlGrUpGHJKSLyLSMqgRK5iZWXBN//rSsli7vktSqbY21mxaEYPfLydc9yWKRdITpbFaOm7CIVga7I2TY2bVQWa+yxALuR8IWfKvhNsOiI4/M9k7eUKtgPAbrRJmjJl3302tSMNmpY3WXumRiYTmDK/O1VrlTBJe6bqO3tHG+auG4aXr4tJ2ssNXD0cmL9hOM5u9jluy5RjrnwFH2bO7YGFhdxkbZqaGrVKMGV6Z5M4fjFl33Ue0JA+HzczWXu5wcCxrejQu65J2goNDSU4OJjQ0FCTtCdhOl46kDGHSyJ7SGcUJHIdB3trFs/owagp2wgOjclvcfSwtlLwzf+6Urq4hzbvSXQst0PCjWrv8ZMwAORyGUFq475eFX088XF2BMDd2o/mPgs48nQ8ajHVqPZyCyfL4rT0XYSFzE6bJ6ZeA/Uzo9qzUzwGNDG4xOTHRrQggFVjBMFKk7IbCGIsYvwyo+TJVaw7IThM1S4sRVGElONAmlHN5bjvBHsEqwaaNhRyJs/txrTPtnL1wgOj5MlNPp/eiQZNK2jTcXFJXL/6yOj2Hj9+Amj6LiIs+/V9fF0pWUoTL87Ny5F5Pw1nQt/VRIc/N1qm3MDB2ZZ5G4bjXcRVm3c/PIrAiCij2nscnG6uE42b66oXKYS7vWb+qPlC2Zo9YzdqtXmt5ipU9GXmnO5YWuqe8/LdJ8TGJxnV3uPHIQDI5HJCErOvAMtkMt6rUgL5C4+aA8a0JD4uid+2njNKntyk66D36P1RU5O1FxMToz1i6+3tbbJ2JSTeZSRlUCJPcHOxY/FX3Rk1ZTsRUfH5LQ4ACoWMORM7Ubm87sjUk+hY+v24g7DnCSa4wxWjavk4O7L1w154OWre3heyrUkT71kcD5mKiMoEcuUcO4U3rXyWYJ3ueKiYfAQxZgwYKWMRR93/xRgjBbNqDs7LEYQXU5vdaFDHQeJGIxvMBaxaIDjNQxB0BzPE53MhcZPRTZqk7xwmI9gNAcDSyoIZC3szaeQm7twMNlouU/Px+La0er+aNp2UmMrkCdu44x+SbzLZ2FjyzXd9qeCnmUd8iroxd90wvuy/mvi45HyTKz3WtpbM+mGw3jHWO6HhDPhpJ3HJKSa4g3FzXRkPNzYP6YmzrTUAjZqUZ9wX7Vm04A8TyGQaipfwYO6CXtjYWmrz9p78jzkbD5voDpeNqtWxYUWmD26NIAgIgsDHU97neWwSx/+4ZiK5ck6rLjUZ/mU7KYyGhISZIx0TlcgzfLycWTyjO4721vktCoIA0z/rQN3quqNm4c8TGPbTLhMpgsbzNCaOYT/tIjpB99a5qH1jGnpNyUepdFjLXWntuxQ7C09tnphyFjHmM4xVBE1GyjHE2EmanTbQLJQcJoN15/yV6yWWdRGclyCkO1arfr40R4qgqRCff42YuEubtrWzYs73/Sha0uM1tfKOfh82oUufetp0aqqS6VN25qsiCJCUlMqUL3fw4L5uW7FEOW9m/TAEKzOwg1NYyJm+ciDlqxbV5j2KjGH4lt0mUgSN5154JB/9vIeEFN2ph3YdqvHxqJb5KJWOQj7OLFjUB0dHG23e0Ut3mb/5SD5KpeG30zf57pd/tGmZTMb4ed2pYya2tA1bVeTTmaY5VitRQFCL5nNJZAtJGZTIU0oUdefbad2wsc7fRdKEj1vTrKHuRzM2KZnhG3fzOCo2H6XSERgexYjN+oukUo7tqOPxWf4JBVjKHGjl+x2OljpnO2LqNcSYkYCZHGNN3o/4fLY2KQgyBKd5YNUiH4UCFJUQnFdpj7ECiAkbIWF5PgqVHhEx7n+IyX9pcxydbZm/fABePs75JxbQqVcdBoxoqk2rVGrmfLWHK5cf5ptM6Xkel8Sk8dsIeRqjzatQvRjTVwxEkY92cDKZwKTv+lC9fmlt3rO4eIZu3kV4fGK+yZWea8GhjN6+n1SlUpvXvVdd+g5omI9SgZubPQsW98XN3UGbd+7mI/7340FUZrLY3Hr4Mmt/0x0NVVjImfJdXyrVKp5/QgHV65fmy297IVeYrw2ohISEDkkZlMhz/MoWYv7kLljk0w/FJwMb80HrKtp0YmoaH23ey91nEfkiT2bcCH7GyJ/3kZKmWyRVcO5JVddh+SKPXLCihc9CXK3KaPPEtHuI0R+CmL+7qRlI3IL6+ffapCAoEJyXgGW9zOvkJvKSCK5rEWQ6xx1i0m7E5/PyR55MUSHGfI6Yckab4+7pyNcrB+JqAqcjxtCiXRU+Ht9Wz75y4de/c+bU3XyRJzMiI+P58vOfiYzQ2QrWaFiGLxf2RibLn92Rz+Z2o2GrStp0dGISwzbvIjgmLl/kyYyzD4IY/+tBVOkcqwwZ3oQPOtfMF3kcHKz5elEffHx0zoCuBz7li5X7SVOax1H9l6zed4Ydx3THdK2sLfhqxUBK++WPF+9yVYowbWk/PftKiXcE0YwuiWwhKYMS+ULNKkX5asL7yPN4kdSvax36dqmjTacqVYzZup9rQfl71Cwzzj94wue//IFSpVskVXUdSgXnHnkqhwwFzQrNx9NG5x5cVD5BjB6SAyO1XCZhBWLCBm1SEKwQnFeCRR67OJf5Irj+hCDTOe4Qk48gxk7FPH+1UhFjRmmcAb3Ap7Arc5f3x94hb49412tUls9ndEIm0/1UrVx6mMOH/stTObJKyNMYJo7fxvPnuiPejdpWZuysrnkuy4jJ79Oqay1tOiEllRFb9hAQbpzDmNzmsH8A0/Yf0TviPfqzNjTP41An1jYWzPu2NyVK6o7BBzwJ57Pv95CUYpyDp9xm4ba/OXjutjZt52DN7B8GU7hE3nrxLl7Gi9mrB2FjZ/XmwhISEmaDpAxKGMTd3R0PDw/c3XPvx6Rx3TJMHNUm19p/lU6tq/JR/0batEqt5oudBzgTaIznyrzjmP99pu75S2+RVNv9U0o55FWMOoFG3l/ha6fbVRNV4YjRg0FthPvFPORVOzhBZo/gshYUpV9Ty4TI3BBcNyDIdV7vzMa+8nWICYjRHyKm6XbfSpbxZvb3/bDKoyPeVWoWZ+rXPVCkO0GwacMJ9uy6kCf3N5aHD8KZ8uUOkpJ0x6bb9KjN8Int80yGvqNa0GXwe9p0qlLJqO37+e+pcZ5+84rdV2/y9aET2rRMJvDllI7UrZ8331cLCzkz5/bQOgMCeBIWw6jvdhOXmL/2la9DFOGrDYc4cTVQm+fsas+8tUPx8M6bWLXeRVyZu3YIDs7mGwpJQkLCMJIyKGEQd3d3vLy8clUZBGjXvBJjh+Z+jKTm75Vj3IgWesbs0/cd4a9bAbl+b1Ow/9pt5h04rk0LgowGXpMpYtco80omor7nlxR3aK5Ni+pYxOihoDJvJVpDRjs4QeaC4LIe5IVfU88ECA4ILusRFMV10pibfeXrEGMQo4ciKoO0WX5VijBjYS8Uitz96Sjr58NXi3pjaaVTPPf8eoFNG07m6n1Nxe2bwcyY+itpaTqFv9vQxvTKg3hwHfvXp/8YnQMWlVrNuJ0HOPcg6DW1zIeN5y6z8p90dnAKOdNndaVKOgc4uYFMJjBlemdqpotfGR4Tz6jFu4iMNbNj8AZQqdRMXvM7l+7o/s4ehZyZt34YTq52r6mZc1w9HJi3diiuHo5vLizx1iKQ//EFBVEjh0T2kJRBiXynR8eaDOlVP9far1ejBP8b2x65XDfcv/nzBLsv38y1e+YGW85dZdlRnS2XTFDQxHsW3jY1cu2eNd1GUtapkzYtqhMRo0eA8k6u3dP0ZLSDE+TeCC4bQJZbLzusEVx+QLDQxcMTlQHmaV/5OtRhiNGDEVW6HeCa9UozaU63XLODK1LcnTlL+2GXzuvwX39eZ+Wyv15Ty/y4fPEBc2fuQZXuiPegz1rToU/u2a02/6A6H0/tqGdfOWXfXxy9E/iGmubF0r/PsuXfq9q0lZUFs+b3oEzZ3Isr9/mXHWjUpLw2HRufxKjFuwiOMA+nYlkhJU3F58v2cfuhbge4cHF35vwwBFv73Dm6ae9ow9y1QyiULn6lhIREwUJSBiXMgiG9GtCtQ3WTt1ulgi+zv/wAi3Qe/db8c54Npy+Z/F55wcrj/7LxjC4ulVxmRXOfBbhZVXhNLeOo5DKASq79tWlRTEWMGQ1pxsUUy18y2sEJimKaHULB1G+zLRBcliNY6pxfiMoniFFmbF/5OlRBmh1CtW5R3KhlRT6d0tHkt/Iq5MT8FQNwctbtZJw+eYdFC/5ANEfzyjdw6sQdFn/7h94R75HTP6Dp+1VNfq+6zSowbl53PfvKeX8eZ9+126+pZb7MPfg3v13XyW5vb838hb0pUtTN5Pf6eHRL2rbX/U0Sk1MZ+/0e7j+NNPm9cpuE5FTGLNnNwxCdbWhpPx9mrhyIpZVpnbpY21gya80gipfJu+DvDg4OODo64uDg8ObCEhISWUJSBiUMolKptFdeIAgCY4c2p01TP5O1WaaEJ19P7YJ1uqNm285fY8mR0ya7R36w4M9/2JNuV9NCZkdL38U4WZZ4Ta3sUdaxMzXcPtamRVGFGDMBUk+Z7B55jtYO7p42S7Aoj+DyAwg2r6mYHQQEp28RrBrrbqu1rzRve63Xoryr6Tu1LhxB2841GP5pK5PdwtnVjvkrBuLhpbNxunr5IXNe2V0raBw6cJ01K45q0zKZjPFf96RO0/KvqZU9KtcpweQlffXCWCw/fpbN6XbXChoiMHnvXxxLt6vp7GzH14v64OFpuhc4/Qe9R/eedbXp1DQl45fv4+aDUJPdI6+JiU9i1OJfCYnUeY2tVKsEU5f0Q26iI94KCznTl/WnQi4f330VX19fihYtiq+v75sLS+Qtomg+l0S2kJRBCYPcu3eP27dvc+/evTcXNhEymcCkUW14r3apHLdVuJALC6d3w8FOd9Tsj+v+zPn97xy3nd+IIkzbd5gj6ewdreVOtPJdgr2iUI7bL27fgrqe4/XsK8W4aZDyZ47bznfEGMToIXp2cIJlDQTn5UDOHaMIjrMQbHSOQgqWfeUbSLuKGDMSUdTZO/YY0JDeQ3Jut2pnb8W85QPwTbfr43/7KdMm7yQt1Ywd7WSRX3/5ly0bdS9SFBZyJi8xTTy4MhV9mbFqkJ5jn03nrrD8+LnX1CoYKNVqxu38g/MPn2jzvLyc+GZxX5xN4KikU9daDBqqe3GjUquZ8sMfXPAvGPaVr+NZdDyjFv9KVJzuBU6dJuWY8HWPHAeCl8kEJi3sRfUGeeSIS0JCIleRlEEJs0KhkPPVhI7UqFTE6DY83Rz47qvuuKY7anb8zn0m7TqE+i15Y6RSi4zfeYCz6Tyh2ik8aOX7PdZy4203fG3r8573dGSCbodBHbcAkn7NkbxmhQE7OMGqEYLzInIyJQr2XyDY9tKmRTGpANpXvoHUMxr7S1GnoA0e2Zz3u9d6TaXXY2WlYPaSfpRKZw/26GE4U77crueRs6Dz07p/2Lf7ojZtbWPJV6sHUyoH8eCKlPRg9tqhevaVe6/eYv6fx3MiqlmRolTxydZ93EjnCbVIUTfmL+yDbQ5CGLRoVYlRY1vr2VfO/ukvjl8pWPaVr+PxsxhGf7eL+HSeUJu2r8qoaR/kqN1PZ3XVi18pISFRsJGUQQmzw8pSwfwpXShf2ivbdZ0cbVj8VXe8PXVHzS48fMK4HX+gVBfco2aGSFWqGL11P9ef6I4zOVoWppXvEixl2ben8LSuQtNCc5ELuh0GMX4VJK4zibxmhSoIMXqYnh2cYN0WwXGWce3ZfYhg/6E2KYqpiNGjCqh95RtI+UvjoTWdHdyoL9vTtE32F4cKhYxp3/aiYjXdUbPQEE2svrjYpNfULJgs//4QR/+6oU3bOVgzZ+1QfItn35GRp48zczcM1/MUedQ/kP/tP2yW0StzQkJqKh9u2cP9dDESy5T1Zu7XPY0Kbl6/QRm+mPy+nhOkxTuO8/uZWyaR15y4GxTOp0v3kJwuRmKH3nUZ/Flro9obMbE9rbvWfHNBiXeOfPcimu6SyB6SMihhltjaWPLttG4UK5z1XS5bG0sWTe9GscK6o2a3noYxcss+ktOUuSFmvpOYmsaITXu49yxCm+dqVZoWPgtRCFkPEO5iWYYWPt+ikOnqiIlbEeO/M6m8ZoXyTgY7OMG2J4LDxOy1Y9MLwX6CNimK6oJvX/kmknYhPv9am5TJZHwxswt1GpbJchOCAF/O7krtBro6UZHxTPx8KxHhz00qrrkgivDN/N84d0Z3/N7ZzZ55G4bjUSjr8eCc3eyZu36YXgy5cw+CGLfz7Xvp9ZLoxCSGbt5FcIzODq5y1aJMn91Vz1P0m6hSrSj/m9lFL37lj7+dZduRt/DFzQuuBTzly1W/oVTqdvR7ftiE7kOzd8S7z8fN6DLovTcXzEUCAgLw9/cnIKBghIWSkCgISMqghNni7GjL4hk98M5C7CJLSwVfT+lCuVK6o2YPwqP4cNNu4lPenqNmhohNSmb4xt08idbtcnnaVKZpoXnIePNbc0eLIrTy/Q5LuW43UUz6HTHOyF2ygkTaVY2X0XR2cILdMLD7KGv1rdsjOH71dtpXvonEDYjxK7VJhULO1AU9qFQ9aw4lxk7pSJN0R83inyczacI2goOjTS6qOaFSqZk1fTfXrj7S5nn6ODNv/fAsxYOzc7BmzrqhFC7hoc37LziUkdv2kZpHDr/yi9C4eIZu2kVkvO4FTr36ZZg49QOyYgZXtpw3s+f3xCqdU7HtR6+wZt/Z3BDXrDhz4yHT1v2JWq3b0R86vi1ts3jEu2PfegxIF78yv1AqldpLwswQzeiSyBaSMihh1ni6O/DdzB64vsZZgFwmMGtCR6qnszMMiX3OsI27iUp4+46aGSLseQLDftpF+HNdDDtfu3o08v4K4TVfc1uFB618l2Cj0O3AiinHEWMnAm/nDkMGUk8jxozXs4MT7D8Hmz6vr2fZCMHpG4T09pXPv4Gknbklqdkhxi9BTNiiTVtbWzLru7569n+GGDamJe276I6aJSenMXXiDu4Hhr2m1ttDaqqSaZN3cvdOiDavcEkP5qwd+tp4cFbWFho7wwo6O8OAsEg+3LKHxNS0TOu9TTyKimH4lt08T9bZwTVvWZEx49q+tl7Rom7M+7Y3dunsDP84e4tF2wu+U7GscvjCHeZvOaJNC4LA6BmdafSGI95NO1Tl4ynv59jxjISEhHkiKYMSZk/hQi4smt4dewPOAgQBpoxtR8N0HkijEhIZ9tMuQmLfzqNmmfE4KpbhG3cTm5SszSvu0Jx6nl8aLG8ld6aV7/fYW+g8kIqpFxCjxwLvxsJSS8ohzY7eCwRBQHCcDtYdDJe3qKGJJShYarPE+NWQsDa3JTU7xOezEZP2a9N29tbMW96fwpnEg+s5qCE90x01S0tTMWPqr9y88cRg+beVxIQUJk/YzuNHuiPepSv68tXqQQbjwckVMqYu7a/ngfRJdCzDNu8mJt13/l3gdmg4H/28l6R0CvAHnWsy9MOmBst7ejny9aK+OKdzKvbP1UBm/fTXO+eFfs+J/1j260ltWi6XMWFBT2pkcsS7TtPyjH8lfqWEhMTbhSCKBXcqjIuLw8nJidjYWBwdTR04+t3G398fpVKJQqGgfHnTxcPKCf/5BzNuxk5SUnXHQ8Z92IKu7XXB6uOTUxi04VduPTV+h6FvnaoMfa8m7vZ2+IeGM/ePv/kvOPMYcW0qlmFsiwb4OjvyKCqGRYdOcuLeQ+3nrfxK06t2FSr6eOJsa0OXFVvwDw3Xa6NHrcq8X6UcfoU8sbe2os7clXpvvrNDtSKFWDe4G7aWuqNQN6K3ciliuTZtIbOlje9y3Kx1f1sx7RZi1AAQjVOiV26IYeHKaELDVVT1s+T7uZ7UqZ653eLO354zY0EkD58oKVPCgvn/c6d9C/1jcrfvpjJpbgQnziahVIr4lbVk59pCFC2sebbmXZ/wz1n93d8RAxxZ9U32nQ8BYDsUmeMkbVIU0xBjRkLKP7oyivIIrlsQZLo5R0zchhg3w7h7kr2+u3knhRnfRHL5egqPnihZPNOdT0e46JX5emkUew7E4x+Qio21jPq1rPn6f+6UK61TXgMfpvLFzAhOn08mJVWkTTNbls71wMvDmMDUCgTnFQjWzbQ5YaExjBu2nohnOhuv9l1qMjbdDoNaLTJn5h5O/G18YPQPutSkZ+96uLraExj4jOXf/8Wd208zLd+4aXkGD2uCt7czwcFR/Lj6GOfP6XuQHDS0Me07Vsfe3oqb/z3h+8UHCX6iOb5atVpRFi0dYLDtUSPWc8c/xOBnmeHh6ciSFQPxShdf8fxxf2aN2oRKqdmdFwSBiYt70yRdYPSI+AT6rf+FR1Ex2brfS/rWrsqwhrp5bs7BN8xzfmX4tPmLeS4yhoVHXpnnKpSmd60qVCykmec6r844z/WsWZn3K7+Y56ysqP218fMcQOPSxVnR5wMs5JrdeVEU+WHVMXZu14XVcHaxY8nyARQuons5cdE/iE+/301KmnHHans0q8qANrVwc7LjXlA43277+7VxCVvULMMnnRtSyN2RoGcxLNt1ktP/PdAr81GnBnRpVAl7W2uuBQTz9ZajBIXFaD8vV9STsd0b4VfcC5Va5Nile3z3yz8kpRj34m5Mt0YMaldbm05OTGXK8PXcvqrzUF2pVnHm/DBEL2xJfmOOa5O3gZysp1/WbdR0BgpF1n0V5BZKZTInj8+UdINsIL3qkSgwVC7vy9xJnVC8CJo7vG9DPUUwOU3JJz/vy5Ei2K5SWSa2a8yKv8/RbdXP3AmN4MdBXXG1MxyUvFqRQizs0Z5dl27QddXPHL0dwLK+H1DGU7fwsLGw4PKjYBb9lblDERsLBSfvPWLNiQtGy/6Sq0EhjN32G6npnAVUculLZZeBAMgES5oX+kZfEVQ+QIweZrQiuGPfc8Z/FcG08a5cPFSEKn5WtOsTTFiEYbuOMxeS6PdJKEP7OnHpr6J0amtP1yFPueGvWxgGPkylcecgype25NguX64eK8rUca5YW+sfVRrez5HgayW014Jp2ffMqCVxvcaD6gsEwQLBeSlYvDjSKC+G4LJeXxFM+h0xbqbRt8xu3yUmiZQsZsG8qe54e8oNlvnnbBKfDHHmzB9FOLTDlzSlSNvewSQkapSLhEQ1bXs/RRDgyK++nNxfmNRUkU4Dn2ptirKHEjHmU8RU3fj19HZm/ooBOL044t24VUVGT+qgd9Tsu4UHcqQINm1egY9HtWTzTyf5ePg67geE8fXC3pnGoPOr5MvU6V34849rfDx8LadP3mXm3B4UT2d/16tvfbp0q833iw4y+qOfSE5O4+uFfbCw1PT1zRtP6NF5id514LcrhDyNzrYiCBAeFsfEz7cSHa074l2naXkmLOip7avRMzvrKYJxSckM27zbaEWwXcWyTGrTmBXHz9F1zc/ceRbB2v6Zz3PVixRiUff2/Hr5Bl1W/8wR/wCW9844z116HMzCI5nPc9YWCk4GPGLNyZzPcwAnAh4ycbe+HdyIT5rTroOmr2ztrPh6YW89RfDWw1DGL99ntCLYqnZZxvVswo+/naP/rC3cDQpn2WddcXEw3HdVShVi7ogO7Dt1g36ztnD8SgALR31AKR+dTIPa1qZ3i2rM33KUwfO2kpySxrJxXbF84eTG3cmOleO7ExQWw+C52xi7ZDelfN34akgbo54BYNmuk+w5cV2btra1ZOaqQRR/ccS7tJ8PX60caFaKoISERO6Qr8qgSqVi2rRplChRAhsbG0qVKsXs2bMpwJuVErlM3eolmP5ZB3p3qsXA7vW0+UqVms+2/87Fh8E5an9QgxrsvHiDPVduERgexVe/HSE5TUnXGoZtKgbWr86pgIesP32J++FRLD16ltshYfStW01bZv+126w8/i9nAjMPPL7p7BXWnrzAtaDsLyYNcTrgEV/sPIAqnWfB6m4fUd6pO0295+BtW0ObL6pCEKOGgDrS6PstWRPN8H6ODOnthF85K1Z944mtjcCGbXEGyy9dG0ObZrZMGOlChbKWzJroRo3K1qxYH6Mt87+vI2nX3I4F09ypXtmaUsUt+aCNPZ7u+jtXtjYyvD0V2svRwbCClFXE+O8QE7dq04Jgg+DyA1g1R3D9CUGuUzbFlH9ybF+Z3b6rXc2ab6Z70LuzA1aWhm14Dm7zZXAvRyqWs6JqRSs2LPHicbCSS9c0yvbp80k8DEpjw/deVK5gReUKVvy01IuL11I4dspYO9tkxOiPENNuanOKFvdg7vL+NG5VkS9nddHz+vjDqqMc/P2qkffS0K1nXQ78fpVDB6/z+FEESxYdICVZSdsOVQ2W79q9DhfOB/LL9nM8fhTJT+v+IeBuKJ266pxodO1Rh583n+LMqbs8uB/Ggrn7cXNzoOF75QBQKtVERyVor7jYJOq/V5Y/D1w3eM+s8CQoiskTthEfrzvu2fT9aoyc3okh49vSvlddbX5Sahofbd3LnXQehLPL4Po12Hn5Bruvaua5Gb9r5rlu1Q3PcwPqvpjnzlzifkQUS/8+y62QMPrVqaYts//6bVb+8y9n779mnjt3hR9PXeDaE9PMcwAHbt5l5h9HtWlBEPhsQntatanM3AW9KF0mnVOxp5GMXbKHhGTjnYr1a1WTvSdv8NvpmzwIiWL+liMkpyr54D3Dfde7ZQ3O3njI5kMXeRgSxep9Z/B/FEbP5tW0Zfq0rM663//ln6uBBDyJYPr6P/FwtqdpdU1Q90ZVS6JUqVjw81EePYvm1sNnzNt8lBa1ylLY09noZ5m/+SiHL+jioDo42TD3xyHUaVqe2T8M1otfKSEh8faSr8rgggULWLVqFcuXL+f27dssWLCAb775hmXLluWnWBJAsWLFKFmyJMWKFctvUTLQrGE5Rg1uqnfUbPLuQ/xz98Ebar4eC7mMij5eeosZUYSzgY+pVqSQwTpVixTSC/wOcCrgEdWKGi6fl/x1K4AZ+/UXSXU9P6eIvc5eS1RHIUYNBnXmx+reRGqqyKXrKbRopNuNkckEWjSy5ewlw7ZM5y4m07KR/u5N66a2nHtRXq0WOXAkgbIlLWjbOxjvSvep3/4xew/GZ2hr6+7nePoFUqXpI6bMjSAxMeeOb8S4WYhJv2vTgswBmctqBLmvrkzqRcToMeTEvtKYvjOG2OeaPnF10Uz5KakigoCeMmltJSCTaRRFoxHjNfEblfe1WWXK+zB1fg8sLHRK/LYtZ/hl2zlDLWQZhUJG2bKFuHxR970XRbh86QF+FQsbrONX0ZfLl/TniQvn7+NXUfN3LVTIGTc3ey5ffKj9PCEhhdu3g/Gr5IshGrxXBkdHGw4dvJaj5wm494xpk34hJd2xv/f71qPniKbadKpSxZgdv3ElBy+NXs5zZ16d5+4/plphw/NWtSKF9MqD5oVTZuXzmh2X/mNRuh1JuVzGxKkfULlKOqdikXGM/m4XMfHGj2+FXEb5Yl78e0vnCVYU4fztR1QpabgvqpQsxPnbj/Tyzt58SOVSGidAvu5OuDvbc/62rn8TklK5cT+UyqU0bVoq5KQp1Xr2jSkvwiVVK61zJpRd1KLI9HV/cvbGQ22eq4cDM1cOxNnV3uh2Jd5R1GZ0SWSLfFUGz5w5Q6dOnejQoQPFixene/futG7dmvPnz+enWBKAjY0Ntra22NgYPvpiTsz5429+v+6f43acbW1QyGV6bssBIuMTcbc3fOzM3d6OiAzlEzItn9fsunSDb/48YfAzUR2PGDUMVDlToiOiVKhU4OWhvyPn5aHgWZjho46h4Uo8X7FN8/KQExqmOboVFqEiPkFkwfJo2jaz5c/tvnRuZ0/3YSH8c0bX3727OLBpuRdHdxVm4hgXtux6zoDRmdvuZB01YuyXiMmGPQ2KabcQoz8CcqawGdN32UWtFhk3PZyGta2pVF7jhKleDWvsbGVMmhNJYqKahEQ1X8yKQKWCkGc5vK86CjFqCKLK8AuG3/ddZt0POffg6ORki1wh0zteCRAdlYBLJiEaXFztiY7SLx8TnYDri/Iubpp/X20zJioB10wWx207VOPihfsmiY343/UgZk7bpRcP7iVqtciXuw9yKvCRgZpZx8XWBoUs4zwXkfD6eS5jefOZ5wB+PHWBtacMHz+NjE1g1OJfeRad8WVSdnC21/xGRMXp90VUXCJuTobHnJuTXSblbV98rvk3MkOZBG2bF/yDcHe0ZUCbWijkMhxsrRjTVfNSzz2T+2aVNKWKL1bu51qA8S8EJSQkCjb5qgw2aNCAo0ePcvfuXQCuXbvGqVOnaNeuncHyKSkpxMXF6V0S7zYn7j5g2/mcvZF/29lw+hLnH2T01CjGLwXlTQM18p+Xp1s/aGvHZx+5UK2SFRPHuNKhlR1rNuviKY4Y4ESbZnZUrmBFv26O/LTUi70HEwh8aIrYkkrE2ImIan3FQBRFxNgvjbavzGtGTw7npn8qW1frjst5uCvY8YM3vx9OwLF0IC5lA4mJVVOjshUymQncx6tDEOO+ypD9LDSWZUsO5bx9M8Hdw4FatUvy5x9XTdbm+XOB/Lb3cob8vddu8eetewZqSLxk0ZFT3AvLeHz2u1/+4fGzmLwXyETcfxrJjPWH6Ne6JqdWjuXQoo8IjogjIjbBJN5Qk1OVTFt7AKVK2lKRMB5BFM3mksgexriNMxmTJk0iLi6O8uXLI5fLUalUzJ07l379+hksP3/+fGbONN5Rg8TbR+OyJehVuwo7Lhhvr/OSmMQklCo1bq+87Xazt82w+/eSCAO7gG4Gdgvzk8ENalCnRMZjc4L9GMTU86C8laP23V3lyOXwLFx/N+NZuBIvT8NTjLeHgrBw5SvlVVqHKO6uchQK8CujH06kQhnL1x5jrFtDY+MS8CCNUsUtMy2XNRQITgsQZPpv3gVBAKdvEKP6g5iznQZj+i47jJkSxh9HEji+pzCFffQdQbRuase9c3ZERKpQKMDZSY5Plfv0KmYChxEybwTHjN5VvbydGPVpa5Yu/jPHt4iNTUSlVOPiov/3cXG1y7D795LoqPgMu4bOLnZEvSgfHan518XFjqhI3d/W2dWOwICMnjbbtKtKXFwSZ06ZTkmrU7cUHTvXyJDfuaof/9x7wKEcKoTRiUko1RnnOXe7189zGcub1zwHMK5FQ8p4ZnQg9VnPJtx8EKrnndMYYuI1vxGujvp94epoS2Ss4TEXGZuQSfnEF59r/nV7pQ1XRzvuBumcoR0678+h8/64OtqSlJKGKIr0a12DJ+E5eyYAa0sFs4a1QyE3f5+C3t7eqNVqKdSFhIQJyddv0y+//MLPP//M1q1buXz5Mhs3bmThwoVs3LjRYPnJkycTGxurvYKCgvJY4neHuLg4YmNjC8Tu6/T3m9O+crkct5OmUnPz6TPqldTZmQgC1CtZhKuZ2OhcCwqhXsmienkNShXl6mPTOUjICV1rVOTLto0NfibIHBBc1oG8RI7uYWkpULOKFcdO6RaGarXIsVNJ1K9p2AFBvVrWHH3FUcmRE4nUe1He0lKgdjVr7gTq7/DdDUylaOHMlaSrNzQOUgp55VSREhCcvtYLlaD3qYUfgssaIGcOFozpu6wgiiJjpoSx92A8R3b6UqJo5gqeu5scZyc5x04lEhahomPrnB07Q3BBcN2gZ1+ZntfFg8sOSqWau3dDqFGzuO7WAlSvUZxbNw3HLLx1M5jqNfTHe83aJbh1U+N4KiQkhsjIeKqna9PW1pIKFXy5dSOjc6q27atw+NB/qEy0o1KpShGmz+6GQpHRCZJMJvBt13Y0LJUzO+6X81z9EgbmuUwcu1wNCqF+CQPznAkdweSU4Q1rMaJRHYOfuTvZseLzbni65MwOTqlS4//oGXUq6PpCEKB2+aJcv2+4L67fD6F2Bf2+q+tXjP8CNccygyNiiYiJ1ytjZ21JpZLe/BeYsc2ouESSUtJoXbscqWkq/r2VucOerKCQy1jwSUeqlTH8fTU3nJ2dcXV1xdnZOb9FkZB4a8hXZfCLL75g0qRJ9O7dm8qVKzNgwADGjRvH/PnzDZa3srLC0dFR75LIHZ4+fUpQUBBPn5q/HYFMJvB1tzY0LpszpQZg45nL9KhZmU7V/Cjp4cqMji2wsbRgz2XNccqvu7VhXKuG2vKbzl7hvTLFGNygBiXcXRjVrB4VfbzY+u9VbRknGyvKe3tQ2sMVgBLuLpT39tDbUXS3t6W8twfF3JwBKOvlTnlvD5xs9HfGskMrv9LM6tRS62hHFEUW3PyDf57p7CsFuRuC6waQ5cwRxGcfubD25zg2/hLH7bupjJwYRkKimsG9Nd/RQWNCmTJXd3xr7HBnDv2dwOLV0fjfS2XmwkguXktm1FBnbZnxn7jwy/7n/LglloAHqaxYH8PvhxP4ZJCmTODDVOYsjuTStWQeBqWx/1A8g8c+o3E9G6r4Gd9vAILDNASbD7RpUf0cdfQniCqdQiBY1kZwWQrkbCctu32Xmipy9UYKV2+kkJomEhyq5OqNFAIe6BTn0ZPD+XnXc7as8MbBXkZomJLQMCVJSTqlZcP2WM5dSiLwYSpbfo2j14gQPhvhrBeLMNsIdgiu6xAUpbRZ924/Zf6knaSl6XaC+w5oSI/e9Qy1kC12/fIv7d+vTqu2lSlazI1Px7fD2sZC69lz4pSODEvngGX3r+epXbck3XvVpUhRNwYOaUTZcoXYt/uirszO8/Qb2JD6DctQoqQHE6d+QGTkc06fuqN37+o1ilPIxyXHHlFfUqqMF3O+7ol1Olf+W+5eYfVNnaMdS4WcZb065thxy09nNfNc56p+lHR35asOLbCxsGD3lRfzXJc2fN5CN89t/vcK75UuxpD6mnludFPNPPfz+avaMi/nuVIv5zm3zOe5oq7OAJT1zPk8B9CjRiUmtGqkTatUahZN+oWblx5q83zcnVg+rhtOOfSQ+fPhS3RuXJkODfwoXsiVyf1bYmNlwW+nNX03c2hbRnXVOenafuQyDSoWp1/rmhTzdmHEB/XxK+7FL8euastsO3KFYR3q0rhqSUr5ujNzWFvCY+I5fiVAW6Zns2qUK+pJUS9nejSrypd9m7N89ynik4yP0ygTBGYNa0fDyjn/7ZSQQDSjSyJb5Osx0cTExAxb/XK5HLVaOrcukT0s5HK+7/0+wzfu5tIj48NLHLxxFxc7G8a2qI+7vS23Q8IZsWkPkQmanZtCTg56cdiuBoXwxc6DfNqyAeNaNeRRZAxjtu7nXpguTEOz8qWY31UXD2pxrw4ALD92lhV/axZ6vWpXYXTz+toyW4b3BGDy7kPsvZL9Y5z1SxVlYY92yNN9v1bcPcq2h+fY/fgiK+oMpJabZgEgyH3AdQNiVF9QR2X7XgC9OjkQEaniq28iCQ1XUa2iJQe2+moDmAcFK0n/VW9Q24YtK72ZviCSqfMjKVPCgt0bfLQOTgC6tLdn5QJPFiyL5rNp4ZQrZcHOtYV4r67GqZGlhcDRk0l8vzaGhESRIj4KunawZ+pn+gHYs4tg/xmCXX9tWhQ1IRNIu4gYFQiu2xDkmhhhglVTcFqAGDsBY12YZbfvnj5TUrOVbjdg0aoYFq2KoUl9G47t1hwHXr1RY1fZvJv+d2HdEi8G99IomXcD05g6L5KoGBXFi1gwZawrn33kbNQzaLBCcFmDYKFzsR/0MIKpo7YQG62xbZo4r5s2vMRHI1sQ/zyJg38Yb/N7/NhtnJztGDy0CS4vjnJOnrCdmBcOYDy9nFCnsx+5dSOYebP2MmR4U4Z+2JTgJ1HMmLqThw90wdF3bD2LtbUF4ya0x97emhv/BTFpwnbSUvWP8rbrUJUb/wUR9Nj4kCwv8S3sytcL+2CfTlHZ/+AW0/49hAg4WVrTp0w1AGwtLVjTrzMDNuzkrgH7uKxw8OZdXO1sGNOsPh72ttwODefDLbp5zsfJQS/E05WgECbsOshnzRswrkVDHkbFMHq7/jzXvFwp5nfWzXPf9Xgxzx0/y/Ljmnmud60qjG6qm+d+Hvpintt7iD1XjTuu3q5iWWa+31KbFkWR5TP2cGTPZc4eucU3W0ZQsrzG42ZJHzeWftqVkYt+NTq8xOELd3Gxt+XjTg1wc7TlblA4Y5bs1jqJ8XZz0Btz1wNDmPrjAUZ2acioLg0JCothwor9BD7V9d3GPy9gbWXBlIGtcLC14uq9YMYu2a0XK7ZiCW9GdKqPrZUFD0Ojmbf5CAfOGR+jE2BS/xa0rpPzUzUSEhIFG0HMx6B+gwcP5siRI6xZs4aKFSty5coVRowYwdChQ1mwYMEb68fFxeHk5ERsbKy0S2hi/P39USqVKBQKypcv/+YKZsLz5BQGrf+V2yHGB54v6FQtUoj1g7tha6nbYdh0/zSLb+vstOwUVvxYbwh+TulCJaTdRIwakGM7uAKN7RBkjpO1SVFMQ4wZBSnHdWUUFRBcN+sHnk/catBhyruDAsF5OYJ1c21OWEgMnw9dT3iozuFP+261GDv1fb2wMHO+2s2J4zn3BlxQ8fBwYMmKQXh5O2nz/g4O5MO/d6EUNS8YBGBZo068X7yCtkz48wT6rd/B4+jYV5t8Z3ivVDFW9e2EhVxzrFYURdZ/e5Bf1+k8KDu72bNw68f4FtfZEl70f8zYJXv0lK13jdFd32Nwe8PHas2ZlJQURFFEEASsrHK2oyyhIyfr6Zd1G783HYUi/2NTKpXJnDg1S9INskG+HhNdtmwZ3bt3Z+TIkVSoUIEJEybw0UcfMXv27PwUS6IA42BtxY8Du1DcLWe7QwWVMp5urBnQWU8R3PP4kp4iCJCgTGHU+U08iNftiAgWFU1iB1dgsemG4DBJmxRFtSagfHpFEEB5WxNcXdTZPAq2fRHsx+WRoObGS/tKnSIYExXP5E826SmCAAd2XWTDcl3sS5lMYPK0ztSsXTLPpDUnnJxsWbC4r54ieP5ZEB//s0erCILm1NO4079xPFgXv9HDwY71A7vh6ZBDG88CSo0iPizr1VGrCALs/PEfPUUQICYynilD1+qNxVrlizLvow7aXep3jYFtaxVIRRDgwYMHBAQE8OBBzkIiSeQComg+F1C7dm38/PxYsWJFPneM+ZOvM6GDgwNLlizh0aNHJCUlERgYyJw5c7C0zKkXQIl3GTd7W9YN7kohJ4f8FiVPKeLixNrBXXGy0Slzh0NuMPu/fQbLR6cm8vG/P/E0MUabJ1jWRnD+nnw+QZ73WLVGcJyjZ18pxs2C5N8Nl0+7hBg9BlHUHTUT7D8B22F5Ia1ZITj8T8++MuF5MlNHbeHJI8PHJ3esP8nOjboA4RYWcr6a000b+P1dwdbWkvkLe1O0mG7H6kZUKMP+/pUUVcZYj2lqNR//s5uLYTrnOIVdnFg/oBvONu/WC5zyXh6s7tsJm3Qvvf7Ydo4Niwx7qQ0LjmHq0HXEpvMy27R6aaYNao1ggkgqBYkujSsztrthp2ISEm8TFy5c4NatW4waNSq/RTF73s3XYhJvPT7Ojqwb1BVXO5v8FiVP8HCwY93grng66LzlnQ0PYPKVX1G/xpr6WXIcH5//iagU3dFQwboZgtMC3pnpwbIBgvNiBEG3wyDGL4Gkra+vl3pCE5he1B01kzlOBJvuuSSo+SHYf4pgN0CbTklOY/qnWwnwf72XybVLDnMgndMWGxtL5n7TixIlPXNNVnPC0lLB7K97UraczhHM/bgoBh35hedpmTsESVYpGXJsJ7eidGEuSnu68UO/LnqnAd5mirk6s3ZAFxzTKcDH/7jGipmGX3q9JCgwjGkfbiAhPlmb934DP8b3appbopodrWqVZXL/lm8uKCFhBIJoPpdE9nhHVnsS7yIlPFz5YWAX7K3e7p1mJxtr1g3qSpEXHvoArkU/ZtylrSjFN9vEPE6I5JPzG3meplskCTYdERyn5Ya45oVFNQTnlQiCboyICesgYVXW6icfQIybqedsQ3CcA1ZtTS2p+WE7GMFe98ZVmaZizpe/cOPKoyxVXzrnd04cvqlNOzjYsGBRH3x83+4j3nK5jGkzu1C1mi5ExNOEOPof3k5kypvj9j1PS2Hg0V94EKdz9lSlsDcre3+ApTxjSIq3CS8He9YP7Ia7ve5o7Pl//Fn45Q6y4v7g3o0nzPpkEynJadq83i1r8GHHnHu2NXfqVyzG7OHtkMnesa1QCQmJNyIpgxJvNRV9vFjZvxNWBuJ2vQ3YWlqwZkBnynjpjprdjQtl9PnNJKvSXlNTnztxoYy9sIUkVbpjj7b93m47OEVZBJcfEGQ61/di4k7E5292XqVH0nbE+MXapCDIEJwXgmXD11Qq4Nh0Q3DQOdpRq9UsnLGH8yfvZrkJURRZMGUXF8/o3Oe7utnzzeK+uLnnLB6cuSII8OXkjtRvWFabF5mcSP8j23mamPWYrhHJCfQ/sp2QBF2deiWLsrh7e+Rv6blHF1sb1g/siq+zziHEjYsPmDf2Z1TKrHvyvX7+PvM/24oyTfei7KNODejdorpJ5TUnqpb24duRHxiMXykhISEhKYMSbz21ixfmu97vo5C9XcPdUiFned8PqFpEd9TscUIkI89v5Lky+TU1DXMl+hETLm0nTa2zV9LYwQ01ibxmhbwIgst6BJmzNktM/hMxzsjd0IQ1iAlrtUlBsERwXgEWb+EC06pVBvvKlQsO8PfB/7LdlFKpYtb47dy8qguV4V3ImW8W98XR6e074j1qbGtatNaF3ohLTWbQ0R3cj8t+SJfghDgGHN1BVLJuN7FlhdLM6dSKt00dtLO05Id+nSnl4abNC7gVzIyPftLb5csq//59m++m/KoXxmp876Z0qO9nEnnNibJFPFgytjPWVu/GMWKJfCS/nca84kBGIuu8XatjCZMhk8m019tAs3Ilmd+1zVvjLEAuE1jYoz31SxXV5j1LjuPjf38iIsX40BCnw+8x7dpuVOk8GcocJ71ddnAyTwSXDQhynX2amHIaMWY8xsYKBBCff4OYuEObFmS2CC4/gOItiuNlWR/B+Ts9+8qNK4/x2y8XjG4yJTmNaWN+JvBOqDavWHEP5i3ohY3N23PEe/CwxnTuVlubTlamMfzvXdxIZ/+XXQJiIxl87Beep+rsDLtUq8jktk1yJKs5YaWQs7LPB1T29dbmPXkQzv+GrScx3viA68f2X2HNvN+1x0sFQWDa4NY0qVYqxzKbC0W9nFn2WVccbN8tB0MSEhLZ4+1Y6UuYnLJly+Ln50fZsmXfXLiA8H7V8vyvQ/M3FzRzBAFmdWpFK7/S2ryY1EQ++fcnnibF5Lj9P5/+x9c3dIskAMFxNli1eU2tAoLgrNkRVOiUaDH1CmLMSCD7OwyvIsZNR0w+qLudzAnBZT3Ii76mVgHBomoG+8pfN51m29oTr6mUNRLik5k6ajPB6TyQlvfzZda8HlhYFvyjbd161qH/oEbadJpaxcgTezkfFpTjtq9HhvLh8V0kp/NAOrBeDUY2qZvjtvMbhUzGd907ULdEEW1eeEhGz6DGsn/zGbYsO6K7n1zG/I86ULt8kdfUKhh4utiz4vPuuDm9m6FHJCQkso6kDEq8U/StW5WxLRrktxg54su2Tehao6I2naBMYfSFzdxPFzMwp+x8fIFld3SLJEGQIzgvKth2cIItgsuPCBa6Fxximj9i9IeQLmZgzhARYyYgppzU3VbugeCyAWQF2FOmoqym72S6heWhvZf58bu/THaL6EhNbMKIMJ0dXPWaxfnfjC7I5AV3S79N+yp8PErnwVEtikw4/QfHggNNdo9zzx4z+sRe0tQ6O7ixzRowoG41k90jrxGAuZ1a0by8bqcuJiqeKUPWEfY0xmT32briKHt+0oU6sbRQsGh0J/yKe5nsHnmNs70NK8Z1o5CbFHBbIu8Q1OZzSWQPSRmUeOf4pGldBjeokd9iGMWrsqeo0hh3cSs3Yp68ppZxrA88wU+BukVSwbaD08guWFbV5ojKR4jRw0DMuuOOrJGGGDMaMfWyNkdQFNEohIKzie+VBxiwrzx55BZLZu83+a2ehcQw+eNNxEbrdn0aNirHhInvF8gj3u81LsfnX3TQs6+ccf4w+x7eMvm9jjwJYOLZA6jT7ehPaduUTlUrmPxeecHUds3oVFVnw5cQn8y04Rt48sB0L71e8sP83zmcLtSJrbUlSz/rSkkft9fUMk/srC1Z+lkXShRA2SUkJPIHSRmUeCeZ2E5/d60g0K9uNb1dTaVaxaQrOzkfeT/X7rnE/xC7H+sWSQXTDk6uiSNopdvVFFWhiNFDQG36haXmBkmI0R8ipt3WZgkWZRBcfgShAB3bMmBfeelcIAum/IpanTtG+o8fhPO/0VtITNDZg7VuW4WRY1rnyv1yixq1SjBlemfkct3P7OJrJ9l89/JrauWM3fdvMuvCET07uLkftKZFuYJlBzemaX36p9vVTElO46uPNxJwMzjX7rlk6i7OHNGFOnG2t2HF593wcS84u2tWFvIXu5reby5cQClVqhTlypWjVKmCNaYlJMwZSRmUMEhoaCjBwcGEhoa+uXABZVanlrROZ3dnznSsWp6pHZpq02pRzcz/9vH3s9uZVzIRs//bz18hN7TpgmUHJ2g8X1rrFAlRHY0YPRRUpt9N1UN8jhg9DFH5UCeNpcbuDgqAYxQD9pW3rgUxc9w20tLeHL8yJ9y99ZSvxm0jNUVnx9mle20GDG70mlrmQ3k/H2bO6Y6lpUKbt/bWeZb9dybX7/3TnUssua7b0VfIZXzXoz11ixcMO7hB9aozqqku7p8yTcW8z37mxoUHuXpftVpk/mdbuXJWF+rEw9melQXE7k4ulzH/o/ep9RbYO74OCwsL7SVhZuS3B1HJm6jRSMqghEFiYmKIjo4mJiYmv0XJNeQyGd++4pHTHGlWriTzurTRO2q28Naf/PbkSp7cX0RkypVfORN+T5tXUOzgBIdJCLbdtGlRHa+xEVQGvKaWCVFHIEYNQVTpXqoIVhqPnGDGjlEM2Fc+uPeMaWO2GOXK3xiuXXjA3Ik7USl1iuegoY3pks4jpzlSvIQH877pjY2tTuH/JeAacy4dyzMZvr9+mvW3dR5eLRUKjUdOH/O2g+tSzY9JbXSeUNVqNYsm7eT83/55cn9lmopZIzfhf00X6qSwpzMrxnXF0dYqT2QwBkGAGYNb0/gt8oQqISGRd0jKoMQ7jaFYfeZEnRKF+a5XBxTpjpr9EHCcrQ/P5qkcSlHF55e2cTVKt0gyezs4u5EIdkO0SVFM0XgNTbuet3KogzUKoVoXS06wboXgNBfMMiJcRvvKp0FRTBm5ifjn2Y9fmRPO/XOHRV/t04sHN3JsK1q1qZyncmSVQj7OLFjUB0dHXYzEg4/8mXTuzzyXZdbFo/waqIv9aGdlyQ/9u1DawzXPZckKrcqXZs4HrfReeq2e8xvHf7+ap3IkJ6YyfcRPPLyre4FTurAHSz7tgo2Zxuqb0KcZ7d/CGIkSBQzRjC6JbCEpgxLvPLaWFqwZ0JmyXu75LYoeFX08WdmvE1YWuqNm2x6cY9XdvNthSE+yKo0xFzZzNy7dLpe52sHZ9kPm8Jk2KYpKxJhxkHouf+RRBSJGDUdU62JACjZdERym5I88mZLRvjIyLI7Jn2wiKsL4+JU54egf11j97Z96dnATJr5Pg/fMK+yNm5s9Cxb3xc3dQZt38ukDPj31m55Tl7xk4tkDHHp8V5t2sbVh3YBu+Dqblx1c/RJFWNS9HfJ0cW03f3+Y337O25deL3kek8jUoesIDdK9wKlSyodvR3bEQmFeO/ofdapPr+YF0amXcURFRREREUFUVNSbC0tISGQJSRmUkACcbKz5cVAXiro65bcoAJTycOXHgV2xs9IdNfv9yVUW3PojH6WC58pkPjm/kccJunhwZmcHZ/0BgsN0bVIU1YixUyHlyGsq5QHKG4gxIxFFnWMUwW4Q2I3KR6HSk9G+Mi4mkUmfbCI0ODof5YJ92/9ly5rj2rRcIeN/X3WhWvVi+SdUOhwcbfh6UR98fFy0eZfDg/non92kqnPXvvJ1qESRMSf3cTrkoTbPy9Ge9QO64WFvm29ypaeqrzfLe3+ApUL30mv3hpNsW5U/L71eEhX+nMlD1hKVLtRJvYrFmT28HXKZeezo92lZgw871s9vMfKUsLAwQkNDCQsLy29RJCTeGiRlUELiBZ4O9qwb3A1Ph/zd5fJxdmTtoK642OmOmh1/dpsZ1/fko1Q6IlPi+ejfn3iWrFskmY0dnFUzBKev9Y6aic/nQ7J59B2p5xBjPkMUdQHCZQ6fgu2AfBRKw6v2lYkJKfxvzBYe388lj6vZZMua4+zZqtspsrRUMHt+T8qVz98j3tY2Fsz7phclSursZ/2jwxhybCeJyryxr3wdqWoVHx7fxdWIp9q8Ym7OrO3fFUfr/LWDK+Phxpp+XfReeh369QI/fp2/L71eEhoUxdRh63gek6jNa1mrLJMHtHxNrbyhY4OKfN6ryZsLSkjkEYIoms0lkT0EUSy4vRYXF4eTkxOxsbE4OprXsZeCjr+/P0qlEoVCQfny5fNbnDwlKCqG2yHGLYCDgjQ2dTKZHF9fX6PaqOTrhU+6Y1wXIu4z6sJmUtXK19TKe0rae7Cu/jBcLHXKs5h6FdTPjGrv8eMgQOMVz7i+E8CqCYKgW+CK8csR45caJU+uYt0JwWkBgqB5HyeKIqQcB1KNai7HfSfY6x0NTU1JY9rYn7l6Pnc9OBrDhJldaPVBNW06Li6Ja1ceGd3e48ea76xcbtx31rewKyVL6RTBR8+j6X5oC+FJCa+plfc4W1rzS5t+lHX20OYFhkcSGG7ccbvHL+Y6eQ7muhpFfXC3180fp/+6wbxPf861sCXGUr5aUeatH4aNnW5uuXQniNh442xoc9p3MplAo6ol9Y7Vviu8y2uT3CQn6+mXdZvVmoJCYZ1LEmYdpTKZvy/Ok3SDbKB4cxEJiXeLIq7OFHF1NqrujRdHADU/VGVyLMvNmGA+vfiz2SmCAPfjwxl9fjM/1BuCnUKzSBIsqxnd3vNUTfgKhUKBYJ3zH3kxYZN5KoIAyfsQZY7g8D8EQdDsZFo3M7o5U/adSqli/uRfzVIRBFg8ax92DlY0aKYJpu7oaEOjJsY/840bmu+WKRaXzxKf0//IdrNTBAFiUpMZcGQHv7bpTxEHZwBKebhRysO44OQ31Kad666cucfXn28zO0UQwP/qY2aP2cJXqwdpw4XULGd8CIcbVqbtOwkJCYmc8O69VpKQKCA8jA9n1PlNJKqM2y3KC27GBvPZxZ9JMzNlVUz6DfH5nPwW4/UkboaEFfktRQa+n/MbZ/LIlb8xqFVq5k3cybWL5qWsxr5QtoLiY/NblEx5lhRP/6PbiTAzZfXO9SBmjdqMMpfjV+aEK6fv8c2E7RTgw1QSErlLfscWlOIMGo2kDEpImCnnIx8Qk5b45oL5zIXIB0SnmpecYvLB/BYhS4jJB/JbhAz889fN/BbhjaSlqTh73LwU1oCYCO7GRuS3GG/k0fMY/osKfXPBPOTiiTskJ5rvS6+XnD50A7VK/eaCEhISEgUI6ZiohEEcHBxQqVTI5eblRtvcEQQBS0tLbG3Nw1NfQULqO+OR+s54pL4zDqnfjEfqO4m3EhEwh3cl0sZgtpGUQQmDGOsQ4F1HLpfj5OSEp6fnmwtL6CH1nfFIfWc8Ut8Zh9RvxiP1nYSEhDkhHROVkDAhVlZW0m6qhITEW48010lISEi8HUg7gxISJqREiRL5LUKBRVpcGo/Ud8Yj9Z1xSHOd8Uhjznhe9p1CIS1fzQ1zifFnDjIUNKRvk4SEhFkgLS6NR+o745H6TiKvkcac8Uh9JyFheiRlUMIgAQEB2sCupUuXzm9xCgxSvxmP1HfGI/Wd8Uh9ZxxSvxmP1HcSEhLmhKQMShhEqVSiVJpX7LiCgNRvxiP1nfFIfWc8Ut8Zh9RvxiP1ncRbiYh5xPgzAxEKGpIDGQkJE6JSmW/QZAkJCQlTIc11EhISEm8H0s6ghIQJEc3hrVgBRVpcGo/Ud8Yj9Z1xSHOd8UhjzniCgoK0MZCLFCmS3+JISLwVSMqghISEWSAtLo1H6jvjkfpOIq+RxpzxJCQkaO0tJcwMUTSTY6JmIEMBQ/o2SUgUIHoVq8Ogku/hZmXP3bhQFtz8gxuxwZmWb+VdkZHlWuBj48zjhCi+9z/EqfB72s+be/vRo2htKjj54GxpS6+TK7gTF5qhnSrORRhdriWVnQujEtXciQtl5PmNpKgLjt3Lyg0xLFwZTWi4iqp+lnw/15M61a0Nlm3e9Qn/nE3KkN+uhS2/b/HNkP/Jl8/4YXMci2e68+kIFwCOn0mkRTfDf5tzB4tQu5rhe5sbHXvWofugBri62XP/7jNWLjjAnZuZj7lGLf0YNLI5Xj7OBD+OYt3Sw1w4dU+vzMBPmtG2S03sHay5de0xS+f9ztPHUXpl6rxXhn4jmlKijBepqUr+u/SQmZ9vz5VnzC0GlK3BRxXr4mFjx+3oMGacP8y1yJBMy7cvWo7x1RpT2N6JB3FRfH35OMef3td+3qZIWfqVrU5lN29crGxo//t6bkWHZdreT8170NS3FCOO7+KvoHuZljNH3u9bj+7DmuDiYc99/xBWzd7P3f+eZFr+vbaVGfhpK7x8XQh+GMmGhQe5cOKOXpkBY1vRtkdt7BxtuHX5Icu/2svTR5F6ZWo3KUffUS0oUa4QqSlK/rtwn9mjNufKM0pISEiYA5LNoIREAaF1oUqMr9CONff+ps+pVdx9HsrKuoNwsbQzWL6qSxHmV+/B3qBL9D61ir+f3ea7Wn0pZe+pLWMjt+BK1CO+9/8r0/tWcS7CijoDORsRQP/Ta+h3eg07Hv2LugBZae/Y95zxX0UwbbwrFw8VoYqfFe36BBMWYViZ/XVdIYKvldBe148XRS6H7h0dMpTdcyCefy8n4+OtHzesQS0bvTaCr5VgWF9HShRVUKuqVa48p6lp0roiI8a34ec1xxnVdw3374Yyd+UAnFwMjzm/qkWYPL87f+69wsg+qzlz3J8Zi3tTrJRuzPUc/B6d+tRl2bzf+HTgjyQnpTFvxQAsLHXvJt9rUYEv53Tlr/1X+KTXKj4fso6/D/6X689rSt4vVp7/1WrO99dP0eGPDdyKDmNTi164WdsaLF/Dw5eljTqxI+Aa7X/fwF9B9/ihaTfKOrtry9gqLLgY9oSvL//9xvsPq1C7AH1D9WncrgojJr/PzyuOMKbLMh74hzBn3TCcXA2PuwrVizJpUW8O/XqR0Z2XcvboTaatGECxMl7aMj0+bMIHAxqw7Ku9fNZzBclJacxZN1Rv3DVsXYkvvunF4d2XGNXpeyb0WcXx36/m9uNKSLwdqM3oksgWkjIoIVFAGFCiAbuDLrLvyRXux4cz57/fSFal0blIDYPl+xavz5nwADbeP82D+HBW3j3K7dgQehevqy3zR/A1fgg4zr8RgZned4JfO7Y9PMeGwJMExofxKCGCv0JukKYuOHYvS9ZEM7yfI0N6O+FXzopV33hiayOwYVucwfKuLnK8PRXa68g/idjayOjR0V6vXHCIkk//F87mFd5YKAS9zywtBb023Fzk7D+UwOBejgiCfllzpWv/Bvy5+xJ/7b/K4/vhLJ37OynJabTpXN1g+c596nHxTAC/bjpN0IMINq08RsDtEDr1rqMr07ce2348wdnjd3hw7xnfTNuNm4cDDZqVB0Aml/HxF+34cclh/vj1IsGPI3l8P5wTh2/myTObiuF+ddh+7xo7A/8jIDaSqef+JEmVRs9SVQyWH1q+Fv88vc8Pt84TGBfJ4msnuRkVyqByNbVl9jy4ydL/TnM65NFr7+3n4snwCrX58swBkz5TXtFlyHsc/OU8h3df4nFgGMtm7CUlOZXW3WoZLN9pYEMunrzLrnUnCLofzubvDxN46ykd+9fXluk8sCHbVx3j3NFbPLwTysIvd+Dm6UiDln7Ai3E3tSNrvz3Age3/EvwwgseBYZwsYC8hJCQkJLKLpAxKSBQAFIKcCk4+/BuhOzImIvJvRCBVnA0b0VdxKZJByTsbHkAVl6JZvq+LpR1VXIoQlRrPxgYfcrTlRNbWG0q1bLSR36Smily6nkKLRrodGZlMoEUjW85eSs5SG+u3xdGrkz12tropU60WGTQmlAmfOFOx3Jt3+vYfiicyWsXg3o7Zf4h8QKGQU6ZCIS7/m27MiSJX/r2PXxXDY65ClcJcSVce4NLZQCq8KO/t64Kbh4Nem4nxKfjfCNaWKVO+EB5eTohqNSu2fczWvyYwZ3l/vd1Fc8dCJqOSqzenQx9q80TgdMhDanhkPGYMUN3Dh9MhD/XyTjx9QA13w+Uzw1qu4Pv3PmD6+cOEJydkU/L8R2Ehp0xFX66eCdDmiaLI1TMBVKhezGCdCtWKcfVsgF7epVN3qVBNU967sCuuno5cSddmYnwKd64FUf5Fm6X9fHD3dkJUiyzfM5afT05h1o9D9HYXJSQkJN5GJGVQQqIA4GJpi0ImJzIlXi8/MiUedyt7g3XcreyJTH2lfGrm5Q1R2FZj//ZxmebsfnyRkec34R8bwg91h1DU1jWbT5E/RESpUKnAy0P/GKeXh4JnYW+2eTx/JZkb/qkM6+ekl//N8mjkcoExw52zJMf6bXG0bmpLYR+LLMuenzi62CJXyImJ0h9D0ZHxuLgZHkMu7vZEv6a8q7vm31fbjImMx/VFGe/CmjHX/+NmbFv7D9M//Zn4uCS+/XEwDo42OX+wPMDFyhaFTEZEkr4yFp6cgIeN4aOOHtb2RCRnLO+eSfnMmF6rBZfCgzn8pGDZCL7k5biLjjQwjtxfM+4iMi/v4mGvzcusTKEimvms3+iWbFt1jBkfbyQ+NokFm0dg71Qwxp2ERH4iiKLZXBLZQ3IgI2EQb29v1Go1MpnmfUFKSgoPHjzIUt1SpUphYaFb8EZFRREWlrmTg5dYWVlRokQJvbygoCASEt78dtvV1RVPT/2dA39//yzJW7hwYeztdYuM+Ph4njzJ3FFBesqXL58hz8rKCqVSSWhoKC4uLnr99rpAw+m9o/n4+GTpuXMb2YvjjLseX2DfkysA3IkLoY57SToVqcmyO4cBzd/Y1lGm7TdRFF/rPj39sxYrVoznz58Dpus7y9Q0LLP7sJmwfmsslStY6jmbuXQtmaVrY7j4V9EsHfl88jSNv44nsn2Nt15+SkoKCRERWFtbm03f5benw5djbtvaE5w6ehuARTP2suXQeBq1qsiBXRcBiIqKJsJEfWdnZ4eLi0YJfTnXZSUouEKhwMfHB0dH89jtbVm4NPW9i9Hhjw1ZKh8fH6911f8mFAoFxYoVw8ZGpxiZaswlJmV01pTXCDLNuNux+m9O/3UDgO8m72Tzick0aluZgzvOAxAREYmdvW2Ox5yDgwNOTpoXTNLvq2Fe/X0NCwvL0vdSQkIie0jKoIRBnJ2d9dKiKBo9CavV6izVlcvlGfJUKlWW6hr6Mc6qvK8ufnPyrFZWVqSkpGhlksvluLrqdtDCw8MzXWynv6coino/+NGpiSjVKtxe2dVzs7In4pXdwpdEpMTjZvlKecvMyxsiPFmzcAmMD9fLfxAfTiEb3U6ZWqXCwsJC+6xqtZqIiIhM2331WW1sbLC3tyc+XiNbTvtOLpfBiyx3VzlyOTwL1x8jz8KVeHm+fgpMSFSzY188M7/Q3wU99W8SYREqitfSLeBUKpgwM4Lvf4zh/gX9RddP2+Nwc5HzQRv9v4coap7VnPrupW4bF52ISqnC2VVfZhc3+ww7LC+JjojH5TXlo17s3ji72mv/D+DsZk/gndAXZTRj7vF93ZhLS1MR+iQaT2/dmBPVapP1nUqlIjExEWdnZ23fva7P0rdnqEx0SiJKtTrDrp6HtR3hSYYX3+HJ8bhbZyz/6u7i62jgXYxiDi5c7zVOL39V4y5cCHtC78Nb9fItLCxwcXF5bZ+95NVntbOz0yoSOZ7r0ilML8fdq7vPLm4Zd/9eEh2Rcdcwffno8HhdXvhzvTKB/hrvrlEv8h8HPtN+npamIiQoCs9Czto8U4w5T09PVCqV9ndL+n3NGunlMPQ8EhISxiEpgxJZQhAEo+P6yGSyLNU1VEYul2eprqEfhqzK++rOTk6eNS0tTU8mhUKh90Y1JiYGtfrNrq4EQcDSUre3pRRV3I59Sh33kvz9TLNbIiBQx60k2x/9a7CN69FB1HEvyc8Pz2rz6nmU4nr04yw/z9OkGMKS4yhu566XX8zOndPhd7VpmVyOlZWV9llVKhUxMTFZuocgCDg4OOi9Lc5p38nlcq0yaGkpULOKFcdOJdK5nWbBqFaLHDuVxKghTq9pCXb+Fk9Kqki/bvo7P/27O9Kisb5XyHZ9gunf3ZHBvfTLiqLITzviGNDDAQuLV8ea5lnNqe9AI6NSqeLe7RCq1y3J2eP+2s+r1SnB/he7JK9y+/oTqtUpyZ6t57R5NeqV5Pb1IABCg6OJDH9O9boluX9Xo/zZ2llRvpIvv++8AMC92yGkpqRRuLg7N69qxqpcIcPLx5lnIbp+EWQyk/WdSqUiLS0NHx8fbd9lr8/0SVOruREVSgPv4tqQDgIaZW3TncsG27kS/pQGhYqz3v+iNu+9QsW5HJF5GI9XWXXjHNsDrunl/dVxOLMvHeXIk4AM5a2srPDw8MhWn70k/Y5STsdc+hdfyjQV924GU61+ac4evaUtU61+afZvOWOwjdtXH1GtXmn2bjytzaveoAy3r2oc7YQ+iSIqLI5q9Utz/4XyZ2tnRbmqRfhjm2asBtwIJjUlDd8SHty8pKknV8jw8nUh7GmM3rPmdMyJokhcXJz290L6fc0aL+WVy+UZdiolzAApzmCBRVIGJbKElZWVwSORWcHV1VXvjXF2KFLEsKOKrGCsvPb29kbXlclkqNVqFAoF3t7eGT4vW7Zs1huL1k9ufnCG2VW7cismmBuxwfQrXh8bhSX7gjSLy9lVuxGWHKc9urn14VnW1hvGgBINOBl2l7Y+lfFz8mHW9X3aNh0tbChk44SHlSZkQrEXSl9ESrzWPnFj4Ck+Ltucu3Gh3IkLoWPh6hS3d2fC5W3adl79+8rl8mz34cu3vqboO/UrfffZRy4M+fQZNataU6eaNd//GE1ColrrzGXQmFB8vRXMm6qv9G7YGkuntna4ueovhtxc5RnyLBQC3h5yypXWP6B67FQSDx4rGdY3o+JpZWWFjbv+PfO779Kze8sZJszqwt1bwdy5EUyXvvWxtrHkr32aI8NfzO5CRNhzNiw7AsDebef49schdBvQgPMn79KkTSXK+PmwZPZv2jb3bj1Hn+GNCX4cSWhwNINGNicy/Dln/tYonIkJKfzx60UGfNyU8NBYwkJi6D6oIQAn03kUdXV1wd2EffcqxvbZS9beOs+ihu/zX2QIVyNCGFahFrYKS3YGXgdgUYP3eZb0nG+u/APAev+L7Gjdl+EV6vB3cAAdi/tR2a0Qk//9U9umk6U1vnaOeNpoXmqUdNR878KTEghP1l2v8jQhjifxsQblNKbP0mPqMQewZ8Mpxi/owb0bT7hzPYjOg97DysaSw7svATB+QU8in8Xy0+JDAOzbdJpvNn9E1yGNOP+PP03aV6VMJV+WTt+tbXPvptP0/qQ5wY8iePYkigGftiYyLI4zRzQKZ2JCCge2/8uAMa2ICInl2dNoug9rAsDJP3UeRd3d3fRkNab/nj59qg2c7u3tLf2+ZhFPT09JCZSQyAUkZVBCooDwV8gNXCzt+KRsC9yt7LkTF8LI85uIStUs/grZOCGKujfx16KDmHJlJ6PKtWRMuVY8Toxk3MWtBMbr7EuaepVnVtWu2vQ3NXoBsPruMVbf08Qy+/nhWSzlCib4tcPJwoa7z0P5+N+feJL4isZlxvTq5EBEpIqvvokkNFxFtYqWHNjqi5eHZgoMClYie8Wd1p2AVE6dT+bP7T45uvf6bbE0qG1N+TKmsmLMO/756yZOLnYM/KQ5Lm723L8TytRRm4mJ0ow5D28n1GrdW9hb14L4esqvDBrVgsGjW/D0cSQzP9/Oo0DdmPvlp1NY21jw6f86Yu9gzc2rj5k6agtpqbqjYz8u+QuVSs2Xc7piaaXgzo1gJo74ifjnWfP+ag78/sgfV2tbxlVtpA06P+jYDiKSEwHwtXNETBcJ8HJ4MJ+e3M/4ao35onpjHj6PZsTxXdyN0R1BbFW4DAsbdtCmlzfuDMCSa6dYcv1U3jxYHnDi4HWcXO3oP7YVrh4OBN5+yrTh64l5cdzYs5AzYrpxd/vKYxZM2M6gz1oz+PM2BD+MYPaozTy6pzvyufPHf7C2sWTsrK7YO1pz89JDpg3foDfu1n5zAJVSzYRvemJlbYH/tSAmDfqR+Lj8t2mUkDB7pJ3BAosg5re3gBwQFxeHk5MTsbGxZmPAL/Fu4+/vr33jm5O37QC/PDrPvBu/vbmgGfBXiy/wtM7Zd/DGDY3TBlP0nTp6JKQcyVEbeYKiNDL3nMeCM2XfdWowl+Sk1BzLlNt06VePjye0y3E7puq7S2FP6HZoS47lyQs2NO9BM99SOWrDlGPu5+VH2LKsAHxfgd9vzkWuyJm9mil/JyQkTEFO1tMv67bwm4BC/uYwS7mNUpXC0VsLJd0gG0ihJSQkJCQkJCQkJCQkJN5BpGOiEhISEhISEhISEhLGIx0TLbBIO4MSEhISEhISEhISEhLvIJIyKCEhISEhISEhISEh8Q4iHROVkJCQkJCQkJCQkDAeNS/D1OYvbw5vKvEKkjIoIWFCbGxstF7iJLLHy2DxNjY2+S1KgUPqO+OR+s44XgYPt7a2zm9RJCQkJCRygLRilZAwIcWKFctvEQosFhYWuLi44OHhkd+iFDikvjMeqe+Mo2LFivktQoFFJpNpLwkJCYn8RlIGJSQkzIKyZcvmtwgFFqnvjEfqO4m8RhpzEm8jgigimIEnT3OQoaAhvZaSkJCQkJCQkJCQkJB4B5F2BiUkJCQkJCQkJCQkjEeKM1hgkZRBCQkT8ujRI60DGcl+MHtIfWc8Ut8Zj9R3xnH37l0ArKyspH6TkJCQKMBIyqCEhAlJSkoymTdRO7mlCSTKfRSCHEtZzp83ISEBtVptGk+sgl3O28gLTCSnKfvO1s6S5KRUE0iVu9jYWpmkHVP1na1Fwfi+AtibQNbUVM0YUatz7sfdxs40f8vcxtrWEoSc+84PDQ1FpVIhl8vx9vY2gWQSEhISxiPZDEpImCntfKvQsXD1/BbjtcgQmF+9O86WtjluyxSLypcIjlNAUdpk7eUKMncEp4UmacqUfTd9UW+srC1M1l5uULV2CfoMa2SStkzVdxVcPPlfzeYmaSs3+bRKQ2p7FslvMfT4oH8D6jQrn99ivBaFhZzpKwcil+d82RQTE0N0dDQxMTE5F0xCwlxQi+ZzvWPExMRQq1YtqlWrRqVKlfjxxx+zVV9SBiUkzBSZIGNG5U409TLfRdL/Kn9Aq0KV8luMDAgyFwSX9SAvnN+iGEZwQHBZh6Awv+N1FaoUYcZ3fVAo5PktikHK+vnw1Xd9sLQyP4V1uF8dRldqkN9iZMrgcjX5rMp7+S1GBhQWcqYs6Uel2iXyWxSDyGQCk77rQ/X6Zv6CSUJC4p3EwcGBEydOcPXqVf7991/mzZtHZGRklutLx0QlJMwYhUzOguo9GXNhC+cj7+e3OHp8Vr4NXYvW0qZV6kTuRYwjRfXUqPaSbJMATTDrayHGBLIWKOb8Jc42msWuIPcGlw2IUX1AHWGUTLmDNYLLDwgWFbQ5Yto9xLjJICqNarGE84u+Q0AdYUTfCfYIzosR5J4A1KxXiknzuzNv4i+ozegta9ESHsxZ3h/bdMcKj+78lz0/HDO6zeQkTd8hCEYFUC9ZsTCfLuqn3TEaX60RsanJbL572WiZcoOuJSsyvXZLhBfHHEVRZMH2v7l+P8So9pKSdWPO2vqSUW10ea8SPZpUBcDK2oKvVg9i0sAfCbgZbFR7ucVnc7vRsJX5vfSSkJCQAJDL5djaak5opaSkIIoiYjYc6UjKoISEmWMlt+C7Wn0ZcW4DN2PNY5E0tFRjBpfS7TCoxVTuhH9CTPJJ4xtNtxGVYKTJmn/4J1T02oyDVTUAzc6by3rEqP4gxhkvm8mwQHBZgWBZU5sjKoMQo4eAOszoVm3Sz+TG6ZOI0UPBdQuCzBmARi39+GzaByyeuc9ouUyJVyFn5q0agJOLzs7y7J/X+G7cZlRK0x2TzS6B/wUBMO67/giCgCAIzKzTirjUZPY9vJVvcqWnZeHSLKjfHlk6e7eFvxznl3+umegOxn23vt5+DFtrSzrU1bwYsbO3ZvbaIXzRdw1PHoSbSLacMWLy+7TqWuvNBSUk3nUKqDfR4OBgJk6cyMGDB0lMTKR06dJs2LCBWrVM870/ceIE3377LZcuXSIkJIQ9e/bQuXPnDOVWrFjBt99+S2hoKFWrVmXZsmXUqVMny/eJiYmhSZMm3Lt3j2+//RZ3d/cs15WOiUpIFADsFFasqDOQkvYe+S0KPYrWZky5ltq0KKq4G/FZzhRBE6EWE7gdNpSE1DvaPMGiPILLjyDY5KNkAAKC07cIVjpbN1EVnmNF0GQo7yJGf4ioTtRmtelcgw/Htc5HoTS4uNkzf9VAPLyctHlXT91h/kfr8lURfMnh7Wf58atd2rRMEFjYsAPNfUvlo1Qa6nkVZXnjzljIdG9bVv92lm1/X80/oV4gijBz41/8cz1Qm+fsas+8DcPw9HHOP8Fe0Gdkc7oMNr9jtRISEqYhOjqahg0bYmFhwcGDB7l16xaLFi3CxcXFYPnTp0+TlpaWIf/WrVs8e/bMYJ2EhASqVq3KihUrMpVjx44dfP7558yYMYPLly9TtWpV2rRpQ1iYbm3w0h7w1evpU81pLGdnZ65du8aDBw/YunVrpvIYQlIGJSQKCM6WtqyqOxgfG+d8k6GtT2UmVXpfe9QMIDBqKlGJf+abTK+iVMdwK2wQyWmPtXmCZXUE5xVA/tmZCY6zEGzaa9OiOlazG6d6/JpaeUzaNcSYkYiibmu2+8CG9BneON9EsrO3Zu6KAfgWc9Pm3bnykFmDVpOWYuQ2aC6wZ80xtn13UJu2kMlZ2bgzdfLRWUsVN2/WNuuGtVy3dbzt2BV++ONcvsn0Kkq1mkk//sHFO0HaPI9CzsxdPwwn1/zzCtyxf30GjG2Vb/eXkCh4iLrdwfy80OwM1q5dGz8/v9cqYQsWLKBIkSJs2LCBOnXqUKJECVq3bk2pUhlf5KnVakaNGkXfvn1RqVTa/Dt37tC8eXM2btxo8B7t2rVjzpw5dOnSJVM5Fi9ezIcffsiQIUPw8/Nj9erV2Nrasn79em2Zq1evcuPGjQyXj4+PXlteXl5UrVqVkyez/oJeUgYlJAoQXtaOrK47GDcr+zy/d0OPMsyu2hW5oJs2HkbPIyz+lzyX5U2kqcK4GTaQVKXurZpg9R6C8yLyY9oT7L9AsO2lTYvqRMToEaC885pa+UTqGcSYcYii7sdu0MjmdOxZO89FsbK2YPayfpQqp3O//+hOCNP7rSApISXP5XkTmxb8xm/r/9GmrRUWrG3WjUquXnkuS2knN35q3hN7C5195e/nbrFw5/E8l+VNpKSpGLdqP7ce6d5kFy7hwZx1Q7G1z/uwE80/qM7HUzvqvfSSkJAoWFy4cIFbt24xatSoTMvs37+fWrVq0aNHDzw9PalevXqmnjhlMhkHDhzgypUrDBw4ELVaTWBgIM2bN6dz5858+eWXRsmZmprKpUuXaNlSd+JKJpPRsmVLzp49m6U2nj17xvPnzwGIjY3lxIkTlCtXLssySMqghEQBo6idG6vqDMJBYYyTFeOo7lKMhTV7Y5EunuCT2BU8jVubZzJklxTlY26FDUSpitXmCdZtERxn560gdiMQ7D/UJkUxFTFmNKRdyVs5skPKYcS4/2kN0AVBYOTE9jRrVznPRFAo5Exf1JuK1Ypq8549jmRq72XERSXkmRzZZdXUXzi267w27WhpzcYWvSjp6JpnMvjaObK5RS9crXUhX45fDWTWpsNmYdJjiITkVEYv28P9EJ0HvNJ+vsxcMyRPQ53UbVaBcfO6I5NJyyMJibed+/fvs2rVKsqUKcOhQ4f45JNPGDt2bKa7fD4+Phw7doxTp07Rt29fmjdvTsuWLVm1apXRMkRERKBSqfDy0n9p6OXlRWhoaJbaePToEY0aNaJq1ao0atSIMWPGULly1n+vpdlOQsKEuLu74+HhkS3DXWMo6+jN8joDsJbn/iKpnKM339fuh41cF6g69PkWHscsyvV755TEtLvcChuKKp0dnGDbA8FhYt4IYNMbwX68NimKKsSYCZB6Km/unxOSdiE+n69NymQyJszsQp1GZXP91oIg8OXcrtRqoHPlHxUWy+SeS4kMicn1++cEURRZ/Okm/v3rP22em7Utm1v2wsfWMdfv725ty5aWvSlkp7vXef/HTFr7B0oTxqPMDWLikxi1dDdPI3UOaSrVKs6Upf2QK3J/uVK5TgkmL+mLwsI8w6pISJg1+X08VO+oaNZQq9XUqFGDefPmUb16dUaMGMGHH37I6tWrM61TtGhRNm/ezI4dO1AoFKxbty7fTxHUqVOHq1evcu3aNa5fv85HH32UrfqSMighYULc3d3x8vLKdWUQoKpLURbX7ItCyL2FS1E7N1bWGYSjhc75SnjCfu5HfZVr9zQ18alX8A//CHU6OzjBbhjYfZy7N7Zuj+A4Q+9HQoybBinmY1/5RhJ/QoxfqU0qLORMXdCDStVzNz7i2P+9T5PWOlf+z2MS+V/v5YQ8NA8Pk29CpVQzb8Rarp+5q83ztXNic8teuFnZvqZmznCwsGJTi16USLcLefNhKJ+v2k+qUvWamubDs+h4Rn6/i8g43e5vnSblmfBNr1xdcJWp6MuMVYPyZBfSwcEBR0dHHBwccv1eEhISmVOoUCH8/Pz08ipUqMDjx5nb8j979owRI0bQsWNHEhMTGTduXI5kcHd3Ry6XZ3D48uzZM7y9vTOpZVokZVBCogDTwKM086t3R4bpF0le1o6srqNvnxiVeIyAiAmAee8wvEps8mnuRnyqZwcn2I8Dm765c0PLxghO3yCkU9TVcQsg6dfcuV8uIsYvQUzYok1b21gy6/u+lC5fKFfuN+zTVrRP58o/OTGVGf1X8OCWeYRVySqpyWnMHLSae9d0i4pSTm5sbNkTBwvT28FZyxVsaN4Dv3T2ifefRjJm2R4SUzJ6vzNnHofFMGrpHp4n6exCm3aoyqgZnXLlfkVKejB77VDs7PPm6L2vry9FixbF19c3T+4nISFhmIYNG3Lnjr7t/t27dylWzPALz4iICFq0aEGFChXYvXs3R48eZceOHUyYMMFoGSwtLalZsyZHjx7V5qnVao4ePUr9+vWNbjc7SMqghEQBp1WhSkyrbNpFkoulLavrDsbH1lmbF5t8nrsRoxGNDWSXz0QlHiIwcrKeHZzgOB2s3zftjSxqILgsQxB0x2rF+FWQuM6098lDxOezEZP2a9N2DtbMXdGfwuk8fJqCXkPeo2c6V/5pqUpmD13D7YsPTHqfvCLxeTL/67OcoHs6u49Krt6sa9YdK7npwvxayGSsbtKVWp6FtXlPI2IZuXQ3MQnJJrtPXnL3STifLt9LUqpOke3Qpx6DP29j0vt4+jgzd8PwfPVcKiHxVqAWzefKIuPGjePcuXPMmzePgIAAtm7dyg8//GDQ6YxaraZdu3YUK1ZMe0TUz8+Pw4cPs2HDBr777juD94iPj+fq1atcvXoVgAcPHnD16lW93cfPP/+cH3/8kY0bN3L79m0++eQTEhISGDJkSPb+BkYiiNkJUW9mxMXF4eTkRGxsLI6OuW+LISHxJtK7G5bL89buZGPgKb7zP5TjduwUVvxYbwh+Trq31vGpN7kZ2geVGJ/j9vObQg7DKOE6VZsWxTTEmJGQ8s9ramURRQUE180IMt18JCZuRYz7Kudt5zsKBOcVCNbNtDlhITF8PnQ94aGxr6mXNdp3q8XYqbqwJWq1mvkj1nHqdzN2tJNF3H2cWbR/Ap6Fdcc3/w4O5MO/d6EUc7bLLgDLGnXi/eIVtHkRsQkMXbiDJ+E5/7vkNw0qFue7kR9g8WI+FUWR9d8e5Nd1J3LctrObPQu3foxv8dw/1i8hYc7kZD39sm7LYqNRyPLe+++rKNUpHHm0PMvP8vvvvzN58mTu3btHiRIl+Pzzz/nwww8Nlj18+DCNGjXC2lr/FMGVK1fw8PCgcOHCGeocP36cZs2aZcgfNGgQP/30kza9fPlybdD5atWqsXTpUurWrftG+U2BpAxKSJgQf39/lEolCoWC8uXL5/n9l/kfZl2g8YskK5mCFXUGUsuthDYvKe0+/4X2QqmOfE3NgkURp88p4jxamxbFJMSoYZB20fhG5cURXLciyHULSzHpd8TYgnesNnOsEFzXIVjW0eYEPYxg/ND1xEYb7+GzSetKTJzXDblcd1jl+/E/8+fPp3MkrTnhW9KThfvG4+yhsxPb9+AWn53aT05+hOfXa0ufMtW06biEZD5cvJN7wRE5aNW8aFWzLPOHtUcm07woEEWRpdN28+fOC0a3aedgzYLNIyhVwefNhSUk3nJMogwWHWk+yuDjlZJukA2kY6ISEm8Ro8u1pEfROm8uaAC5IOPbGr31FMEU5VNuPhvwVimCAEGxiwl5vlmbFgQbBJc1oPB7Ta3XIPNGcN2grwimHEeMncjbowgCpCBGf4yYdkObU6S4O3NX9Dc6HlzthmX4Yk4XPUVw7czdb5UiCBB8P4ypfZaREJekzetUwo/ZdY0/9jipRlM9RTApNY2xK/a+VYogwOFLd5m3TWdPIwgCo2d2oVFb40KdWFlbMHPN4HxTBAMCAvD39ycgICBf7i8hISGRHkkZlJB4ixAEgcmVOtDWJ/uLpFlVu9LYSxekNE0Vya1nA0lVhZhSRLPhQdRXhCfs06YFmQOCyzqQl3hNLQMILi8UQd2xWjH1AmL0WKBgOe7IEmI8YtQwRGWgNqtMBR9mLemLpVX27OAqVivK/77tiYWFrt6OpX+ya9URk4lrTty/8YQZA1aSkqTzbNu/bHW+qNYk2219XLEeH1esp02nKVWMX/0b1++/nd/X3Sf/Y+mek9q0XC5jwre9qPFemWy1o7CQ879l/alYs7iJJcw6SqVSe0lISEjkN5IyKCHxliETZMyu2o33PLIeD25Sxffp4FtVm1aqn3MrbDBJyvu5IaKZIBIQ8QVRiel2HORuCK4bQJZFT5mCnebYpKKUrtW0W4jRHwMF03FHlhCjEaOGIKqearMq1yzO/77tleV4cKXKeTNraV+sbXSOdv7YeIKf5u1/Ta2Cz81/A5kz7EeUaTr74pGV6jHCL+s7+n3KVGNidZ0CqVaLTF1/kHO3HplUVnPjp0MX+emQ7miopaWCacsGUKF60SzVFwSBCd/0pFbjcm8uLCEhkT3yO7agEXEGJTRIyqCExFuIhUzOtzV7UcP1zfHgRpVtQe/iOiNllToZ/7APSUi9mZsimgUiSu5GjCE2+bw2T5D7aBRCweUNtS0RXNYgWOji4YnKB4jRw0B8nksSmxHq0BcKoe4Icd1GZfliVtc3xoPzLerG3BUDsHfQxa88vvciKyfvyDVxzYmLx26ycMxG1C+CwAuCwOQazehVusob63YoVp45dVrr9fHcn49w5PK9XJPXnFi65xS7T/6nTVvbWjJzzWCKl31zPK7RMzvTpH3VN5aTkJCQeJeQlEEJibcUG7kl39fqT3nHzHe5+pdowPDS6XYYxDTuRowiLuV8pnXeNtRiMv5hw4lP0dnBCYqSCK7rQbDPpJYcwXmpniMVURWCGDUE3jL7yteieoAYPRRRrVN+m7WrzKhJ7TOt4u7lyPxVA3Fx0/Xt+SM3WDRmI+psuAQv6Pyz9yIrJm3XpgVBYF7dtrQvmvmuVROfknzXsCNyme6ne8muE+w5fSPTOm8j87Ye5a+LuthgDk62zF0/jEJFMw91MmR8W9r3yhvPfBISEhIFCUkZlJB4i3GwsGZlnYEUs8u4SOpUuAbjK7TV7jCIopqAiAlEJ/2d12LmOyoxnlthQ0hK0x2LFSwqapzKkNExiuC0AMG6uTYtqqMQowaD+mmGsm89ytuI0SMQRd2x2I496zB4dIsMRZ2cbZm/aiBePs7avBv/BjDvQ/1jk+8KBzadYsPcvdq0XCbju/c60qhQRrvVWh6FWd2kC5bpQtas//M8mw5fygtRzQq1KPK/DX9y5uZDbZ6rhwPz1g/DzTOj98AeHzah54imeSeghMS7SH7HFjQizqCEBkkZlJB4y3G1smd13cF4WesWSS28/ZhW+QO9o2b3o2YQkfib0ffZtSmObg2DaFb2IR92esqtqymvLX/sjwT6NH9Cs7IPGdDmCWf+TtR+pkwTWTk/igFtntCiwkM++H97dx4XVdX/AfxzZ4YZZmBYZZcdZVPELcOtTLPMNc0tU9zKChRbzKWHpMytekzTXDNzN3sqfbL6UbZolj2hhUluQaYoIijIpgzMzP39QQ4SGDCgd8b5vF+veeVczr33OycY5ss553vuOot5z+Yj/2Ltggs/fH0Vjw/OQa/wP/FgzBnMevyiWfHrjZfx28Wx0OnPm44Jys4QXN4CUF3gRNAmQ1APMj0XjVUFVWAwf2P0lRuuIKTzaWiCMhH30Fn89Ms/rzf84JMSRHX/E5qgTLTrdQaffVVzW4eX37iMqO5/QhuSCfeILPQdcQ7/+7nmNX/+tRx9R56DW3gWPKKyMOX5iygtM7PyaeVhiIWJEMXqgjmjJvbAsLFdTc81DirMf3ssAoI9TMcyj2YjZewq6K6ZX2hnwISeeC9tHnb/uQxvfjYDrdv/89To7gPbY+13L2H3n8uw8psX0bl3dK02Y18YgK1HFmLX6aVYsHMafG+I+brOfdrgzc9mYNfppdh54g0kb5hiVvw7l3+B/7z9pem5Sq7AmnseRgeP6oJEka6eWH/fI1Ar7EzH/rP/CFbsalrF1RH3tMOe+RNxcPlUbJw5CtFBXv/Yvk+HVvgwJR4Hl0/F+8lj0a1NUK02Tw6MQ+riJ/DDW1OxKmkY/D1danw9wt8TK5OGYt+Sp/D1G0/iX2P6QK2yq3Wd+ugNRjy/5hOkZ1b/vHr7u2H+u5OgddGYjj044i5MeO7BRl+fiMhWSJoMlpSUYPr06QgMDIRarUbXrl2Rlmb+vkFEVDcftQtWdxkPV6UGXdxDsDB2OBSy6hGGM4Vv4GLpVrOvv/eTUix/9TImJrng3U99ERalxLPjclF4qe7RnqOHy5EyLQ8DRjpiw2e+6NHXAbOfuIg/TlZVWSy/JuLkbzqMn+qCd/f4YsFqT5zNqsTMyTUTvW8+L8Mrz+TjoeGO2Pi5H1Z96IP7BzuY/ToqDBfw28VxqLxhHZxg3wuC82IAAgTHJAgOY01fE0UdxMIpgN789ZXv7y7BcymXkPycGw6l+iMmSoV+o88j71LdlQZ/SLuGMU/lYuKjzjj8RQAGP+iIoRNykHGiOvluFWKHtxZ44sg3gdi/uyUC/e3w4KjzyP/rmjm5evQdeR5hQUoc/NQfn23zw7FTFZiQZF4iDQCo2A+x6AWIYvU6uMef6YsHh3SAnVKBlKWj0SqqupT/uayLSB69osZWC43Vc3BHPJEyDFv//Smm9l2I07+dx6vbp8K5Rd3TeyM7hWDWqolI3f4DEu9fiIOfH0HyhikIjKieSj088X4MmnQvlr+wHdMfeh3lV3V4dcdU2N1QKbVb/1jMWB6PL3f8iITeC/D8oDfw7cfm/+5aP+/jGltpaOyU2NBrOCJcPBCkdcWm3iPhrKze5Dg17SQWbW/aCH7fjq3x7CM9sXbPj3h0wVb8fu4S3p46FK43rOO8UUyIDxZMegi7v8/Ao/O34tv0TCx5chBCfatnHcT37YTRvWKxYNtexC/ejmsVlXh76lAoFVXvNS2cHbBq+jBk513BuMU7kLj8Y4T4uuPlePO21yiv0CNp5W6cOpdvOhbYygvz1k2AWqNEz34xSEwZUu8aViIiWybppvMjR45ERkYGVq1aBV9fX2zZsgVvvvkmjh07Bj8/v3rP56bzZGmk3nS+PpklF+GrdoFGUT318XzxOzhTuKBJ1318cA4i2inx3CtV++wZjSIejsvGI/FOGPu0S632yQl5KL9mxOvvVhd9eHxIDlpFKfHCgha12gPA8SM6TB6cgw+/94e3nwJ6vYhHumdj0jOuGDhSW+c55nJQRiPaaysUsur3FbHiCGAXc8O0Wj3EKwmArmkfyuMeOotOsfZYvsATQFXfBXY8jcSJLpg51a1W+1FTLqDsqhGfbK5+j+zaPxvtopVY9VrdIzvFJQa4tv4DX+z0Q+8eGqzdXIS5r13G+SPBpo28jx7XIfa+szj5QyDCgpV1XqdB1KMgc37F9NRgMCLrxAW0jq6ON/98AZ4ftAR55wvMvw+ANz+bgVPpZ7Bqzk4AVQnopp/n47/rv8UHK76o1X7Wmkmw1yiRMnZV9TU+nYGsjHNYMXM7AGDrkYX4aPVXpu0tNFp7bD+6GEuSNmHf7sOQyWXYmDYPm1//FF9s/6FJ8d9IJhMwa/Uk9BjUwXQs71opdAY9/B1dTMcOHD2NZ1f/F3pD0/av3DhzFI6duYjFO6q+fwUB+Hzh49jxTXqNip3XLZr8ENRKOyStrN6OZeMLo3DyXD4WbKuqyJu6+Als2XsYm/+auupor8SXr0/B3I2p+OLQKQzt3hZPDYpD35lrTQX/wnzdsfOlcRic/C6y84vMei3uThqsf24EAryqiz5l/nYega28YKds3HYnt4Ol/54g29Msm877TrGcTedz1jA3aATJRgavXbuGDz/8EK+99hp69uyJsLAwpKSkICwsDKtWrar/AkQWKDAwECEhIQgMrL+KpxTCtF41EsGLJe83ORGsrBBxMkOHzt2qRxRkMgGduqmR8XPdU0V/+6UcnbrVHIHo0lON327SHgBKS4wQBEDrVPW2dSqjAvm5BsgEYPxD5zGo81k8F59rGl1sirKK33Ai73EYjNVTKwVluxsSQbFqQ/kmJoIVFSIO/6pD7x7V09pkMgG9e2hw8HDdU0V/PFSOPje0B4C+92rw403aV1SIWLelGM5OMrSLUpmOKZWCKREEALV91b8P/NTELTGu7YCx5A3TU7lcViMRvHKpBHNGLm9yIqiwk6NVTADS91cXEhFFEenfnUBkp7r3iozsGIz0/SdqHDv87TFTe+8Ad7h5OeOXG9pcLSnHyV/+RESnEABAWIw/Wvi6QhSNWPHlbGw9shCvbEuoMbpoDqNRxGuJ7+HwN8dMxzzVjjUSwV8yz+OFtXuanAgq5DJEBnjhf8fPmo6JIvC/42cRE1L362gb4oP/nThb49jBY2dM7f1aOMPD2aHGNUvLK5BxOhcxIVUjwnYKOSr1xhqV33WVVaPVsWH1/wH4Zi4XX8VTyz5CXmGp6VhYtJ9FJoJERJZGsmRQr9fDYDDA3t6+xnG1Wo0DBw7UeY5Op0NxcXGNB5ElUavV0Gg0UKvrnmplSS6XfY6sgn81+TpXCg0wGAC3FvIax9085CjIr3ua6OV8Q53tL99kaqSu3IhViwrQZ5ADHLRVb1s5Z6vWma1fVoj4qS547V0vaJ1lSBx1AcVXml6MpFiXhpOXnoZRrL2eTSx5GSg3f33ldZcKqvrOy6NmX3h5KHAxr+6+yM3Xw9ND8bf2cuTm1XzNe74shVNoJjRBmVi6thCp7/uhhXvVfXp1VyM3T483VhaiokJE4RUDZs+vmhqbW8e6zEYrWwux7J3ah0uuIfnRFTiX2YTpqH9xcnOEXCFHYX7N3wOF+SVwraOICAC4ejqhML/kpu1dPZ3/Ovb3axab2vgEVI1cj3m+P7Yv/Rxzx65E6ZWrWPzhM3B0qZmkN5a+Qo95E9fiWFpWra+dOJuHpLd3o7yy6f9/XBzVUMhlKCi+WuN4QclVuDvV/RpaODng8t/aXy4pM7W//t+/X/NyyVW0+OtraSez4e6swbj7O0Ihl0GrUWHqwz1M12+KCwXFeGrZhygsNX/a8e3i7e0NX19feHvXvx0GkdUQIf3+gqJYFQc1imTJoFarRVxcHObNm4ecnBwYDAZs2bIFBw8exIULF+o8Z+HChXB2djY9/P39b3PURHcOIyphDe+a+koRyYn5EEVgxqvVU0ivFwyLT3BBr34OiGirwpzXPSAIVcVpmkNVQZQ6+qiOBNHS9Oqmwc97A3Dgk5Z4oJcDRj1xwbQOMTpchQ3LvLBkdSEcQzLh2+40ggMU8PKQQ9ZcvxXE2qO8olGEQd+0US2pCX+Npr6/9P/w/afpyPw1G29O3wxARI+BHf755AYQRbHOyqoGo9G0L6G1+uPCZcx9LxWP9emIH96aii8XP4GcS0W4VFQGYzOsWLGWPnJxcYGbmxtcXFykDoWISNoCMps3b4YoivDz84NKpcJbb72F0aNHQ3aTTyOzZ89GUVGR6ZGdnX2bIya6c3g4DEKIW0qTr+PiKodcDhT8rVhMQb4Bbn8b8brO3UNeZ3v3FjVHvPSVIpIT8nDxnB5Lt3ibRgWvXwMAglpVr29TqgT4+tvhYk7TR08cle0R4bEGMqH2+jnBaR6ganqFwhZuVX138W8jqBfz9fDyrHuKm7eHAnn5+r+1N8Dbs2ZfO2hkCAtW4u6OaryzxAsKhYB3t1WPeD061Ak5v4Yg+5dg5B8Lwdzn3ZF/2YDgwMZXdqxFMx6CY0Ktw47OGry6I7HO6pyNVVxQCoPeAFePmqOArh5aFObVPWukMK8Yrh7am7YvzCv669jfr+lkalPw13/Pnso1fb2yQo8LZy7B06/2Gs/GkCtkmLN2MmK6tq71teggbyx5apCpGEtTXCm9Br3BCLe/jQK6aTW1Rv+uu1RcVmvU0F1bPVp4/b9/v6a7VoNLN1zz/9JOou/MtXhw1jr0en41Vu85CFetGucvmbde8DovV0esTBoG9yaOMBIR2RpJk8HQ0FDs27cPpaWlyM7Oxk8//YTKykqEhITU2V6lUsHJyanGg8iSFBcXo6ioyGqmMHtrH0OAy3NNuoadUkB4GxUO/VC91sxoFHH4h2to06HuxeTR7e1x+Iea07nSDlxD9A3tryeC2X9WYulWbzi71vwQHNFWBaVSwNk/Kmucc+F8Jbz9mrZWSGMXjijPdyGX1T1lThBkEFzeAJTdm3QfpVJAxxgVvj5Q/WHZaBTx9YFriOtoX+c5d3eyx1cHavbd3v1XcfdN2ldfF9BV1B598fJQwNFBhvd3l8BeJeD+nk2b6gj1MAja2Tf9spunMxa8Pw3u3s5Nuo2+0oDffz2L2B7Vm7QLgoDY7uE4fqjubT6OHz6N2B41C3a07xlpap979jIKLhbVuKbG0R7h7YNw4lDVHpSZR86iorwSfqHVxXrkChm8/N2Rd+4yzCUIAp5dNg5d+ra9aZu7IgKwaHJ/yGVNq46pNxhx/OxF3BVRPbtGEIC7Ivzx6x91z8w5+scF3BURUONYl8gAU/vzl4qQX1RW45oO9kq0CfbGr3/U3n+zoOQqrukq8UCncFRUGvDj8bO12jSUi6Mab08bCl93fiYgkozk00NveFCjWMQ+gw4ODvDx8UFhYSFSU1MxePBgqUMiMktOTg6ys7ORk2M9m4+3dE6Ar9PkJl1j5GQnfLK9BJ/9pwR/ZlbgjRcvo/yqiP7Dq0Zh5j2bj1WLqwuGjJjohB/3XcP2dUU4k1mB9W8W4sRRHR6Jr/owp68U8eJTeThxVIe5Sz1gNIi4nKfH5Tw9Kv9KaBy0Mgweo8X6Nwvxv/1XcSarAq//6xIAoFd/80cH7BWBiPLcCIX8n5MVQVBCcFkB2LU3+14AMH2KK97ZWoyNO4tx/FQFnp6Zh7KrRowfVdUX8VNzMWf+JVP7aZNdkPpNGZasLsSJ3yvw8huXcehIORImugAAyq4a8eKCS/jx8DWcya7E4SPlmPTMRZzP1eORgdVbLrz97hX8/Gs5TmVVYOWGK5g2Jx8L5rSAi3MTRp5UfSE4vVpvKX+vAHfMf38anNyaNorz8Zqv8eCYbugzogv8W3kjcfEoqDQqfLnjIADgueXxGD+n+vfJ7nXfoGOvKAx9sjdahnlhzPP90apdAD7Z8K2pza51X2PU9H7o0rctgiJ88dzyeFy+WIQf/u8IAOBqaTk+2/Qdxs7ojw73RMIv1BOJi0cDAL775GezX8tT80fgvmF31dvu3thQzB3XF03dLWHr3p/xcPe2GHB3FIK93TBndG+olXb47w9V26S8Mv4BJA7pZmq/7etfEBcdiMf6dECQlyumDLgbUYFeeP/b9Oo2X/2Myf26oGdMCMJ83fHK+AeQf6UM36ZXr4EceW87RPh7IsDTBSPuaYcXRvXC8l0HUHrtn/clvRkHeyVWTB2CEB/3+htbCJ1Oh/Lycuh05r1mIqLmJGmprdTUVIiiiPDwcGRmZmLGjBmIiIjAhAkTpAyLyOYEuc6B3liMvNKdZp3fZ6AjrhQY8c6bhSjIN6BVpAr/3uhlmiZ68by+xofXth3tkbLME2v/XYg1rxegZZAdFq71Qkh41ZTM/Fw9DuytGi0b/1DNxHr5dm90iKsq0JM4xw0KRVWyqSsXERWrwlvbfOBkZkKjlHshynMTlArPBrUXZBrAdR3EgjGA/mT9J9Rh5GAtLl02IOW1y8jNNyA2WonPtvnB668iMdnn9TXW8XXtrMaWld54afFlvLjwMloF2+GjDb5oE1E1qiqXAScyK7Dpg2JcKjDC3VWGTrH22LerJaLDq0def/qlHClvXEZpmYiIMDuses0TY4c3YWRF2RWCyxIIQsP6PjDcB69sTcDsR5bhWpl5H4r37z4MZ3dHPPbCALh5OCHrt3NIHr0CVy5VFYnx9HOFeMMasuOH/sDip99F/MxBGD97EM6fzse8CWtw5kT1aNgHK76EvUaFaW88CkcnDX77KQvJo1egUlc9NfedVz6CwWDE8yviobK3w4mf/8SsR5ahtMi84iVjXxiAgRPvaXD7AXdHoeSqDq/v/Nas+wHAF4dPwVWrxlMD4+DupMHJc/lIXP4xCkqqfu683bQ11vH9+scFvLj+czw9qCsSB3fD2bwreHb1f5GVUz0auvGLQ1Cr7PCvMX2g1aiQnpmDxOUfoUJfPQ06OsgbUwbEQaOyw58XC7Fg61f49H/HzXoNKjs53nxqEKICrasQy+nTp7m1BBFZDEn3Gdy5cydmz56Nc+fOwc3NDcOGDcP8+fPh7Nyw6UPcZ5AsjTXvHyWKBpy8NBUFV/9P6lAkoZC5oI3XDmiUtddr1Uc05EMseBQwnLkFkVkBu3YQXN+DIGv8SF/6gZN4aczbNZItW/LwlPvwxMuPmHXu6k8OYu2nPzZzRNZBIZPh9ScH4J6YUKlDaTRr/j1Bd6Zm2WfQczIUsibsUdtM9MYK7M17h7lBI0g6TXTEiBHIysqCTqfDhQsXsGLFigYngkTUvARBjtYtlsLZvmnr4KyRTHBApOe7ZiWCACDIPSC4bgBkDRtRvKMoWkNwXWdWIggAsd3DMXvNJMjkFrFq4ba6f1QcHk8ZZvb5Tw6Mw+hesc0XkJUQBGBufF+rTASJiCyN7f32JaKbkglKRHishlbV9BL51kLA9dcc27TrKFpCcHsPEFyaIyzrIPeH4PouBJlLky4T92A7PPPmY/WuNbyTdOsfi6R/j2nya35+xL0YcHdkM0VlHWaM6IX+XWzrNRNZPKmLxrCAjNmYDBJRDXKZBpEe66GxC6+/sdWTo7XHMriou9XftAEERRgEt3cAwQbK28s8IbhugCBvntHQPiPuxpR55k2XtDbte0bghZUTIG+G0VBBEPDS2L64t51tjJI9OTAOo2xwNJSI6FZhMkhEtSjkzojy2gR7RaDUodxCAkLdF8Bd80DzXtUuBoLLSgDSr524ZQSXqhFBRUD9bRth8OReGPPcQ816TUsT3iEIyRuegFLVDPs5/kUhl2HR5IfQKdy//sZW7NH72uOJ/ndLHQYR0R2FySAR1Ukp96iqrCn3qr+xFQpynQMvx+G35NqCKg6Cy5sAmr5BuMURNFVrBO3MW19Zn8dmDMDgyffekmtLLSjCF/O2JkDt8M97QppDaafA0qcGITrwzvx5HRgXheeGN7ziKhHdZlJPDeU0UbMxGSSim7K386/ac6+Ja8IsTUvnRPg6Tbql9xDs74fgPB/AnbQOTgnB5W0Iyna39C5T5g1H7+Fdbuk9bjfvwBaY//5UaF1v3RRijb0Sy6c+jBAft1t2Dyn0ig3DS2Pvt6k1pUREtwuTQaJmJJPJTI87hUbZGpGeGyC7Q9bBeWvHIcDl2dtyL0E9FIJ2zm25160nr9pHUNU86yv/iSAIeObNxxD3YMwtv9ft4ObljAU7p8HN69ZXy3ZxVGPltGHwdb8zSqrfFeGPhZP6QX4HvacSEVkSvrsSNaPWrVsjKioKrVvfmil0UtGq2iHSYw0EK18H18JhMIJd597WewoO8YBDwm29Z/MTIDi9CsG+7227o1whx6w1k9Cum3X/LGldHTB/x1T4BLa4bff0dHXEyqRhaOGkuW33vBXaBHtjyZODoLRTSB0KEdXHKFrOgxqFySARNYizuitae7wFa10H56rujVbur0sy1UymTQI04277fZuLoJ0FQWP+fnjmUqrsMHfTk2gda52FjOw1Kryy9WkERfre9nsHeLpgxbSh0GpUt/3ezSHU1x3LEx+Gxt66/wBVl9DQUISHhyM01DYqwBKRZWMySEQN5q7pizD3RbC2dXBOqi4I91gBQZBuhEHQvgjYD5bs/mZzeBqCwwTJbq92sMe8bQkIaO0jWQzmsFMp8NJ7UxDRIViyGFq39MBbCUNgr7SukTW/Fk5YOW0onG9BoR1LYGdnZ3oQEUmNySARNYqn4zAEuf5L6jAazEHZBpGe6yATpB0hEQQBgvNCQNVb0jgaRTMGMu10qaOAk5sj5r8/FV7+7lKH0iAyuQwzV01E+54RUoeCdqG++PeTg2CnsI4R/RbODliVNAweLo5Sh0JEjSCKRot5UOMwGSRqRrm5uTh//jxyc3OlDuWW8nWagJbOU6UOo15qRSiiPN+DXGYZHywFQQHBZRmgtIK90uwHQdC+JHUUJi18XLBg51S4elp2YRRBEJD0xhh0eyhW6lBM4qIC8eqEByGz8GqcThoV3p42FC09XKQOhYjIZjAZJGpGV65cQWFhIa5cuSJ1KLdcgMsz8NGOlzqMm1LJ/RDltQl2cssqsy8IyqpN6e3aSh3Kzanug+C8yOJK+fsGe2L+jkQ4ulhuYZTHU4ai7+g4qcOo5f6OrfHiGMsdlVar7PBW4sNo5Xf7Cu1IpaCgAJcuXUJBQYHUoRA1H9ECCscYuc+gOZgMEpHZglyT4eHwsNRh1GInc0eU1yaoFJa5zkyQOUJwfQeQW2ABCbu7ILgsk3R95T8JjmqJV7Y8DZXa8gqLjH6mHx6eYrkJ18Pd22L60B5Sh1GLnUKOJU8OREyIZf68Nre8vDzk5uYiLy9P6lCIiJgMEpH5BEFAmPtiuKr7SB2KiVzQIsprI9R20hXuaAhB5grBbQMgbyl1KNUUbSC4roYg8frK+kR2CkHyhiegsKDCKAMn3oNxMwdKHUa9xvXthAkPdpY6DBO5TMCCSf3QJdI6K8YSEVk7JoNE1CSCoEC4x3I4qaSfGicT1Ij0XA8HZZTUoTSIIPeG4LoBkFnA1Dh5CAS3dyBYyPrK+nS8NwovvD0eMpn0U1l7DeuMp+aPkDqMBps6pDse6RkjdRgQBOBfj92P3u1bSR0KETWVKFrOgxrFcv6sSkRWSyaoEOm5Bifzp0JnyDHrGrrycgBVo41KlTkjUwKCXGfByb6TWfeXiqAIBFzfhVg0E0ClWdcoL9dVXUsAVOb0neAIweUtCDLLWl9Znx4DO+BqyTV8tPprs6+h01V930EQoFI2vu9C27bEc8vGWdz6yvrMGnUfDAYjjvxh5s+rTvfXvwSoVOZN2X24e1sM7hpt1rlERNQ8mAwSUbOQyxwR5bXB7PMzMjIAAAqFAhHB0pfkv50EuwgILXabff4fN/adn2313QOPdsMDj3Yz+/wa33cRttN3MpmA5LH3m32+rfYbEdGdhskgERERERGZz2gEBAvY44/7DDYa1wwSERERERHZII4MEhERERGR+UQRgAUUb2EBmUZjMkjUjLRaLQwGA+RyudShWB1BEKBUKqHRWO6G4paKfWc+9p15FAoFFAoF1Gq11KEQEVETMBkkakZ+fn5Sh2C1NBoNnJyc4O7uLnUoVod9Zz72nXlYNMZ8KpUKcrkcCgU/ghGR9PhOREQWITjYsjeJt2TsO/Ox7+h24/cc3YlEoxGiBRSQEVlAptFYQIaIiIiIiMgGMRkkIiIiIiKyQZwmStSMMjMzodfroVAoEBYWJnU4VoV9Zz72nfnYd+Y5fvw4AMDOzo79RkSsJmrFmAwSNSO9Xg+9Xi91GFZJp9NB5Ju4Wdh35mPfmcdgMACoqsZKjZOdnW2qOu3v7y91OERk45gMEpFF4Ady87HvzMe+o9utrKzMNBpNdMcwioBgAe+nfE9vNK4ZJCIiIiIiskFMBomIiIiIiGwQ5ygQEREREZH5RBGABezxx2mijcaRQSIiIiIiIhvEZJCIiIiIiMgGcZooERERERGZTTSKEC2gmigrRDcek0GiW0yn0+H06dMNahsaGgo7OzvT84KCAuTl5dV7nkqlQnBwcI1j2dnZKCsrq/dcNzc3eHp61jh24sSJBsXbsmVLODo6mp6Xlpbi3LlzDTo3IiKi3jbsu7qx79h3lth37Le6/b3fuBctEVkSJoNEzcjb2xtGoxEyWfUMbFEUzf7lbzQaG3SuXC6vdcxgMDTo3OubR9+oofH+/S9wTXmtarUaBoMBGo2mWa7HvmPfNQT7zrzX6u3tjWvXrtXYdJ791jBOTk4oLi6u87UQEd1uTAaJmpGLi0utY4IgmL25sEwma9C5dbWRy+UNOreuDyQNjffGD4LXn5v7WrVaLYqKiqDVapvleuw79l1DsO/Me60tWrTApUuXaozusd8axt7eHjqdrtYoJZFVE42wjGqiFhCDlRFEK55cW1xcDGdnZxQVFcHJyUnqcIiIiIiIrEpTPk9fP7eXfCgUgl39J9xierES3xg+Ym7QCBwZJCIiIiIis7GAjPXi1hJEREREREQ2iMkgERERERGRDeI0USIiIiIiMh8LyFgtjgwSERERERHZIKseGby+SLS4uFjiSIiIiIiIrM/1z9FNKb6iRyVgAbVb9KiUOgSrY9VbS5w7dw7+/v5Sh0FEREREZNWys7PRsmXLRp1TXl6O4OBg5Obm3qKoGs/JyQk+Pj6QyWRISEhAQkKC1CFZNKtOBo1GI3JycqDVamttCGvpiouL4e/vj+zsbO6D0kjsO/Ox78zHvjMP+8187Dvzse/Mw34znzX3nSiKKCkpga+vL2Syxq8gKy8vR0VFxS2IzDxKpRL29vZSh2E1rHqaqEwma/RfMCyNk5OT1b1pWAr2nfnYd+Zj35mH/WY+9p352HfmYb+Zz1r7ztnZ2exz7e3tmXxZMRaQISIiIiIiskFMBomIiIiIiGwQk0GJqFQqzJ07FyqVSupQrA77znzsO/Ox78zDfjMf+8587DvzsN/Mx74ja2XVBWSIiIiIiIjIPBwZJCIiIiIiskFMBomIiIiIiGwQk0EiIiIiIiIbxGSQiIiIiIjIBjEZlMD+/fsxcOBA+Pr6QhAE7Nq1S+qQrMLChQvRuXNnaLVaeHp6YsiQITh58qTUYVmFVatWISYmxrQZblxcHD7//HOpw7I6ixYtgiAImD59utShWLyUlBQIglDjERERIXVYVuP8+fN47LHH4O7uDrVajbZt2+LQoUNSh2XxgoKCan3fCYKAhIQEqUOzaAaDAcnJyQgODoZarUZoaCjmzZsH1hhsmJKSEkyfPh2BgYFQq9Xo2rUr0tLSpA6LqEEUUgdgi8rKytCuXTtMnDgRQ4cOlTocq7Fv3z4kJCSgc+fO0Ov1mDNnDvr27Ytjx47BwcFB6vAsWsuWLbFo0SK0atUKoihi48aNGDx4MH755RdER0dLHZ5VSEtLw5o1axATEyN1KFYjOjoae/fuNT1XKPgrpyEKCwvRrVs39OrVC59//jk8PDzw+++/w9XVVerQLF5aWhoMBoPpeUZGBu6//34MHz5cwqgs3+LFi7Fq1Sps3LgR0dHROHToECZMmABnZ2dMmzZN6vAs3uTJk5GRkYHNmzfD19cXW7ZsQZ8+fXDs2DH4+flJHR7RP+LWEhITBAEff/wxhgwZInUoVic/Px+enp7Yt28fevbsKXU4VsfNzQ2vv/46Jk2aJHUoFq+0tBQdOnTAypUr8eqrryI2NhZLly6VOiyLlpKSgl27diE9PV3qUKzOrFmz8P333+O7776TOhSrN336dOzZswe///47BEGQOhyLNWDAAHh5eWH9+vWmY8OGDYNarcaWLVskjMzyXbt2DVqtFrt370b//v1Nxzt27Ih+/frh1VdflTA6ovpxmihZraKiIgBVSQ01nMFgwI4dO1BWVoa4uDipw7EKCQkJ6N+/P/r06SN1KFbl999/h6+vL0JCQjBmzBicPXtW6pCswn//+1906tQJw4cPh6enJ9q3b49169ZJHZbVqaiowJYtWzBx4kQmgvXo2rUrvvrqK5w6dQoAcOTIERw4cAD9+vWTODLLp9frYTAYYG9vX+O4Wq3GgQMHJIqKqOE4Z4esktFoxPTp09GtWze0adNG6nCswtGjRxEXF4fy8nI4Ojri448/RlRUlNRhWbwdO3bg559/5vqPRurSpQvee+89hIeH48KFC3j55ZfRo0cPZGRkQKvVSh2eRfvjjz+watUqPPvss5gzZw7S0tIwbdo0KJVKxMfHSx2e1di1axeuXLmC8ePHSx2KxZs1axaKi4sREREBuVwOg8GA+fPnY8yYMVKHZvG0Wi3i4uIwb948REZGwsvLC9u3b8fBgwcRFhYmdXhE9WIySFYpISEBGRkZ/KtbI4SHhyM9PR1FRUX4z3/+g/j4eOzbt48J4T/Izs5GUlISvvzyy1p/9aV/duOIQkxMDLp06YLAwEDs3LmTU5PrYTQa0alTJyxYsAAA0L59e2RkZGD16tVMBhth/fr16NevH3x9faUOxeLt3LkTW7duxbZt2xAdHY309HRMnz4dvr6+/J5rgM2bN2PixInw8/ODXC5Hhw4dMHr0aBw+fFjq0IjqxWSQrE5iYiL27NmD/fv3o2XLllKHYzWUSqXpr5QdO3ZEWloali1bhjVr1kgcmeU6fPgw8vLy0KFDB9Mxg8GA/fv3Y8WKFdDpdJDL5RJGaD1cXFzQunVrZGZmSh2KxfPx8an1R5rIyEh8+OGHEkVkfc6cOYO9e/fio48+kjoUqzBjxgzMmjULo0aNAgC0bdsWZ86cwcKFC5kMNkBoaCj27duHsrIyFBcXw8fHByNHjkRISIjUoRHVi2sGyWqIoojExER8/PHH+PrrrxEcHCx1SFbNaDRCp9NJHYZF6927N44ePYr09HTTo1OnThgzZgzS09OZCDZCaWkpsrKy4OPjI3UoFq9bt261ts05deoUAgMDJYrI+mzYsAGenp41CnrQzV29ehUyWc2PhHK5HEajUaKIrJODgwN8fHxQWFiI1NRUDB48WOqQiOrFkUEJlJaW1vjr+OnTp5Geng43NzcEBARIGJllS0hIwLZt27B7925otVrk5uYCAJydnaFWqyWOzrLNnj0b/fr1Q0BAAEpKSrBt2zZ8++23SE1NlTo0i6bVamutSXVwcIC7uzvXqtbj+eefx8CBAxEYGIicnBzMnTsXcrkco0ePljo0i/fMM8+ga9euWLBgAUaMGIGffvoJa9euxdq1a6UOzSoYjUZs2LAB8fHx3M6kgQYOHIj58+cjICAA0dHR+OWXX7BkyRJMnDhR6tCsQmpqKkRRRHh4ODIzMzFjxgxERERgwoQJUodGVD+RbrtvvvlGBFDrER8fL3VoFq2uPgMgbtiwQerQLN7EiRPFwMBAUalUih4eHmLv3r3FL774QuqwrNI999wjJiUlSR2GxRs5cqTo4+MjKpVK0c/PTxw5cqSYmZkpdVhW45NPPhHbtGkjqlQqMSIiQly7dq3UIVmN1NRUEYB48uRJqUOxGsXFxWJSUpIYEBAg2tvbiyEhIeKLL74o6nQ6qUOzCu+//74YEhIiKpVK0dvbW0xISBCvXLkidVhEDcJ9BomIiIiIiGwQ1wwSERERERHZICaDRERERERENojJIBERERERkQ1iMkhERERERGSDmAwSERERERHZICaDRERERERENojJIBERERERkQ1iMkhERERERGSDmAwSEVGTjB8/HkOGDJE6DCIiImokJoNEREREREQ2iMkgERERERGRDWIySEREMBqNeO211xAWFgaVSoWAgADMnz8fAHD06FHcd999UKvVcHd3xxNPPIHS0tKbXisoKAhLly6tcSw2NhYpKSmm54IgYM2aNRgwYAA0Gg0iIyNx8OBBZGZm4t5774WDgwO6du2KrKws0zkpKSmIjY3F5s2bERQUBGdnZ4waNQolJSXN2hdERES2gskgERFh9uzZWLRoEZKTk3Hs2DFs27YNXl5eKCsrwwMPPABXV1ekpaXhgw8+wN69e5GYmNjke86bNw/jxo1Deno6IiIi8Oijj2LKlCmYPXs2Dh06BFEUa90nKysLu3btwp49e7Bnzx7s27cPixYtanIsREREtkghdQBERCStkpISLFu2DCtWrEB8fDwAIDQ0FN27d8e6detQXl6OTZs2wcHBAQCwYsUKDBw4EIsXL4aXl5fZ950wYQJGjBgBAJg5cybi4uKQnJyMBx54AACQlJSECRMm1DjHaDTivffeg1arBQCMHTsWX331lWkUk4iIiBqOI4NERDbu+PHj0Ol06N27d51fa9eunSkRBIBu3brBaDTi5MmTTbpvTEyM6d/Xk8q2bdvWOFZeXo7i4mLTsaCgIFMiCAA+Pj7Iy8trUhxERES2iskgEZGNU6vVzXo9mUwGURRrHKusrKzVzs7OzvRvQRBuesxoNNZ5zvU2N36diIiIGo7JIBGRjWvVqhXUajW++uqrWl+LjIzEkSNHUFZWZjr2/fffQyaTITw8vM7reXh44MKFC6bnxcXFOH36dPMHTkRERE3CZJCIyMbZ29tj5syZeOGFF7Bp0yZkZWXhxx9/xPr16zFmzBjY29sjPj4eGRkZ+OabbzB16lSMHTv2pusF77vvPmzevBnfffcdjh49ivj4eMjl8tv8qoiIiKg+LCBDRERITk6GQqHASy+9hJycHPj4+ODJJ5+ERqNBamoqkpKS0LlzZ2g0GgwbNgxLliy56bVmz56N06dPY8CAAXB2dsa8efM4MkhERGSBBPHvCzuIiIiIiIjojsdpokRERERERDaIySAREREREZENYjJIRERERERkg5gMEhERERER2SAmg0RERERERDaIySAREREREZENYjJIRERERERkg5gMEhERERER2SAmg0RERERERDaIySAREREREZENYjJIRERERERkg/4f7j8kakKk5+4AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1000x900 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib.colors import LogNorm\n",
    "\n",
    "# Plot options. You may need to change these if you data shows a lot of the same colors.\n",
    "vmin = 5e-3\n",
    "vmax = 3e-2\n",
    "options = {\"norm\": LogNorm()}\n",
    "format = \"0.3f\"\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(10, 9))\n",
    "\n",
    "# Current two qubit data\n",
    "cirq.TwoQubitInteractionHeatmap(pxeb_results).plot(\n",
    "    ax=ax,\n",
    "    title=\"Current\",\n",
    "    vmin=vmin,\n",
    "    vmax=vmax,\n",
    "    collection_options=options,\n",
    "    annotation_format=format,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "v742PImIDd5v"
   },
   "source": [
    "The large numbers in yellow show where errors are very high.  For instance, qubits $(8,4)$ and $(9,4)$ have high errors and should be avoided.\n",
    "\n",
    "It's important to note that, if you have the option to use a _consistently_ high reliability qubit or qubit pair, instead of one that demonstrates inconsistent performance, you should do so."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "QEUqvRDcB-Iy"
   },
   "source": [
    "### Readout Metric Heatmap Comparisons"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "id": "xzLMpLX4abV5"
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Axes: title={'center': 'Current'}, xlabel='column', ylabel='row'>,\n",
       " <matplotlib.collections.PolyCollection at 0x7f14a0a75c50>)"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1000x900 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot options, with different vmin and vmax for readout data.\n",
    "vmin = 3e-2\n",
    "vmax = 1.1e-1\n",
    "options = {\"norm\": LogNorm()}\n",
    "format = \"0.3f\"\n",
    "\n",
    "fig, ax = plt.subplots(figsize=(10, 9))\n",
    "\n",
    "# Current readout data\n",
    "cirq.Heatmap(p11_results).plot(\n",
    "    ax=ax,\n",
    "    title=\"Current\",\n",
    "    vmin=vmin,\n",
    "    vmax=vmax,\n",
    "    collection_options=options,\n",
    "    annotation_format=format,\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "aEJKPm6ZDfkD"
   },
   "source": [
    "The readout data demonstrates demonstrates more varying results than the two-qubit data. Many of the qubits have high readout errors, especially towards the sides of the processor.  These qubits should be avoided or at least, have errors mitigated.\n",
    "\n",
    "Again, it is valuable to find reliable qubits that didn't demonstrate significant change."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "ufyEo2qS1ooI"
   },
   "source": [
    "Note: If your collected characterization data demonstrates that the device has changed vastly more than shown in these examples, the system may have become too far from the last calibration to be reasonably usable. In this case, please email the quantum engine support team to let them know."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "ebtyuEJxN35_"
   },
   "source": [
    "## What's Next?\n",
    "\n",
    "You've selected better candidate qubits for your circuit, based on updated information about the device. What else can you do for further improvements?\n",
    "\n",
    "*    You need to map your actual circuit's logical qubits to your selected hardware qubits. This is in general a difficult problem, and the best solution can depend on the specific structure of the circuit to be run. Take a look at the [Qubit Picking with Loschmidt Echoes](./echoes.ipynb) tutorial, which estimates the error rates of gates for your specific circuit. Also, consider [Best Practices#qubit picking](../../google/best_practices.ipynb#qubit_picking) for additional advice on this.\n",
    "*    The [Optimization, Alignment, and Spin Echoes](./spin_echoes.ipynb) tutorial provides resources on how you can improve the reliability of your circuit by: optimizing away redundant or low-impact gates, aligning gates into moments with others of the same type, and preventing decay on idle qubits with by adding spin echoes.\n",
    "*    Other than for qubit picking, you should also use calibration for error compensation. The [Coherent vs incoherent noise with XEB](../../noise/qcvv/coherent_vs_incoherent_xeb.ipynb), [Parallel XEB](../../noise/qcvv/parallel_xeb.ipynb) and [Isolated XEB](../../noise/qcvv/isolated_xeb.ipynb) tutorials demonstrate how to run a classical optimizer on collected two-qubit gate characterization data, identity the true unitary matrix implemented by each gate, and add [Virtual Pauli Z gates](../../hardware/devices.ipynb) to compensate for the identified error, improving the reliability of your circuit.\n",
    "*    You are also free to use the characterization data to improve the performance of large batches of experiment circuits. In this case you'd want to prepare your characterization ahead of running all your circuits, and use the data to compensate each circuit, right before running them."
   ]
  }
 ],
 "metadata": {
  "colab": {
   "name": "identifying_hardware_changes.ipynb",
   "toc_visible": true
  },
  "kernelspec": {
   "display_name": "Python 3",
   "name": "python3"
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 },
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}
